diff --git a/.github/workflows/bench.yml b/.github/workflows/bench.yml
index 24630b4..f2b89df 100644
--- a/.github/workflows/bench.yml
+++ b/.github/workflows/bench.yml
@@ -16,12 +16,12 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v4
-      
+
       - name: Set up Python
         uses: actions/setup-python@v4
         with:
           python-version: '3.11'
-      
+
       - name: Cache pip
         uses: actions/cache@v3
         with:
@@ -29,27 +29,25 @@ jobs:
           key: ${{ runner.os }}-pip-${{ hashFiles('pyproject.toml') }}
           restore-keys: |
             ${{ runner.os }}-pip-
-      
-      - name: Install Poetry
-        run: |
-          curl -sSL https://install.python-poetry.org | python3 -
-          echo "$HOME/.local/bin" >> $GITHUB_PATH
-      
+
       - name: Install dependencies
-        run: poetry install
-      
+        run: |
+          pip install --upgrade pip
+          pip install -r requirements.txt
+          pip install -e .
+
       - name: Run Black
-        run: poetry run black --check ovmobilebench tests
-      
+        run: black --check ovmobilebench tests
+
       - name: Run Ruff
-        run: poetry run ruff check ovmobilebench tests
-      
+        run: ruff check ovmobilebench tests
+
       - name: Run MyPy
-        run: poetry run mypy ovmobilebench
-      
+        run: mypy ovmobilebench --ignore-missing-imports
+
       - name: Run tests
-        run: poetry run pytest tests/ -v --cov=ovmobilebench --cov-report=xml
-      
+        run: pytest tests/ -v --cov=ovmobilebench --cov-report=xml
+
       - name: Upload coverage
         uses: codecov/codecov-action@v3
         with:
@@ -61,20 +59,20 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v4
-      
+
       - name: Set up Python
         uses: actions/setup-python@v4
         with:
           python-version: '3.11'
-      
-      - name: Install Poetry
+
+      - name: Install build dependencies
         run: |
-          curl -sSL https://install.python-poetry.org | python3 -
-          echo "$HOME/.local/bin" >> $GITHUB_PATH
-      
+          pip install --upgrade pip
+          pip install build setuptools wheel
+
       - name: Build package
-        run: poetry build
-      
+        run: python -m build
+
       - name: Upload artifacts
         uses: actions/upload-artifact@v4
         with:
@@ -87,62 +85,58 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v4
-      
+
       - name: Set up Python
         uses: actions/setup-python@v4
         with:
           python-version: '3.11'
-      
-      - name: Install Poetry
-        run: |
-          curl -sSL https://install.python-poetry.org | python3 -
-          echo "$HOME/.local/bin" >> $GITHUB_PATH
-      
+
       - name: Install dependencies
-        run: poetry install
-      
+        run: |
+          pip install --upgrade pip
+          pip install -r requirements.txt
+          pip install -e .
+
       - name: Validate example config
         run: |
-          poetry run python -c "from ovmobilebench.config.loader import load_experiment; load_experiment('experiments/android_example.yaml')"
-      
+          python -c "from ovmobilebench.config.loader import load_experiment; load_experiment('experiments/android_example.yaml')"
+
       - name: CLI help test
         run: |
-          poetry run ovmobilebench --help
-          poetry run ovmobilebench build --help
-          poetry run ovmobilebench run --help
+          ovmobilebench --help
+          ovmobilebench build --help
+          ovmobilebench run --help
 
-  # Optional: Run on self-hosted runner with real device
-  device-test:
-    if: github.event_name == 'workflow_dispatch' || contains(github.event.head_commit.message, '[device-test]')
+  # Optional: Run on a self-hosted runner with a real device
+  device-test-adb:
+    if: github.event_name == 'workflow_dispatch' || contains(github.event.head_commit.message, '[device-test-adb]')
     needs: build-package
     runs-on: self-hosted
     steps:
       - uses: actions/checkout@v4
-      
+
       - name: Set up Python
         uses: actions/setup-python@v4
         with:
           python-version: '3.11'
-      
-      - name: Install Poetry
-        run: |
-          curl -sSL https://install.python-poetry.org | python3 -
-          echo "$HOME/.local/bin" >> $GITHUB_PATH
-      
+
       - name: Install dependencies
-        run: poetry install
-      
+        run: |
+          pip install --upgrade pip
+          pip install -r requirements.txt
+          pip install -e .
+
       - name: Check ADB devices
         run: adb devices
-      
+
       - name: Run minimal benchmark
         env:
           DEVICE_SERIAL: ${{ github.event.inputs.device_serial || 'emulator-5554' }}
         run: |
-          poetry run ovmobilebench list-devices
+          ovmobilebench list-devices
           # Uncomment when ready:
-          # poetry run ovmobilebench all -c experiments/android_example.yaml --dry-run
-      
+          # ovmobilebench all -c experiments/android_example.yaml --dry-run
+
       - name: Upload results
         if: always()
         uses: actions/upload-artifact@v4
diff --git a/ARCHITECTURE.md b/ARCHITECTURE.md
index a69d3de..a882b33 100644
--- a/ARCHITECTURE.md
+++ b/ARCHITECTURE.md
@@ -348,7 +348,7 @@ report:
 - Ninja 1.11+
 
 ### Development
-- poetry: Dependency management
+- pip: Dependency management
 - pytest: Testing framework
 - black: Code formatting
 - ruff: Linting
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 3f3e45d..7d9ad4b 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -32,7 +32,8 @@ Please read and follow our [Code of Conduct](CODE_OF_CONDUCT.md).
 
 3. **Set Up Development Environment**
    ```bash
-   poetry install
+   pip install -r requirements.txt
+   pip install -e .
    pre-commit install
    ```
 
@@ -44,16 +45,16 @@ Please read and follow our [Code of Conduct](CODE_OF_CONDUCT.md).
 5. **Run Quality Checks**
    ```bash
    # Format code
-   poetry run black ovmobilebench tests
+   black ovmobilebench tests
    
    # Lint
-   poetry run ruff ovmobilebench tests
+   ruff ovmobilebench tests
    
    # Type check
-   poetry run mypy ovmobilebench
+   mypy ovmobilebench --ignore-missing-imports
    
    # Run tests
-   poetry run pytest tests/
+   pytest tests/
    ```
 
 6. **Commit Changes**
diff --git a/Makefile b/Makefile
index 1414922..51b0cb4 100644
--- a/Makefile
+++ b/Makefile
@@ -9,7 +9,7 @@ help:
 	@echo "Usage: make [target] CFG=path/to/config.yaml"
 	@echo ""
 	@echo "Targets:"
-	@echo "  install    - Install dependencies using poetry"
+	@echo "  install    - Install dependencies using pip"
 	@echo "  build      - Build OpenVINO runtime"
 	@echo "  package    - Create deployment package"
 	@echo "  deploy     - Deploy to device(s)"
@@ -22,35 +22,36 @@ help:
 	@echo "  devices    - List available devices"
 
 install:
-	poetry install
+	pip install -r requirements.txt
+	pip install -e .
 
 build:
-	poetry run ovmobilebench build -c $(CFG) --verbose
+	ovmobilebench build -c $(CFG) --verbose
 
 package:
-	poetry run ovmobilebench package -c $(CFG) --verbose
+	ovmobilebench package -c $(CFG) --verbose
 
 deploy:
-	poetry run ovmobilebench deploy -c $(CFG) --verbose
+	ovmobilebench deploy -c $(CFG) --verbose
 
 run:
-	poetry run ovmobilebench run -c $(CFG) --verbose
+	ovmobilebench run -c $(CFG) --verbose
 
 report:
-	poetry run ovmobilebench report -c $(CFG) --verbose
+	ovmobilebench report -c $(CFG) --verbose
 
 all:
-	poetry run ovmobilebench all -c $(CFG) --verbose
+	ovmobilebench all -c $(CFG) --verbose
 
 devices:
-	poetry run ovmobilebench list-devices
+	ovmobilebench list-devices
 
 lint:
-	poetry run ruff ovmobilebench
-	poetry run mypy ovmobilebench
+	ruff check ovmobilebench
+	mypy ovmobilebench --ignore-missing-imports
 
 test:
-	poetry run pytest tests/ -v
+	pytest tests/ -v
 
 clean:
 	rm -rf artifacts/
diff --git a/README.md b/README.md
index 2fffe4f..cbd8aaf 100644
--- a/README.md
+++ b/README.md
@@ -57,9 +57,9 @@ cat experiments/results/*.csv
 - **Python**: 3.11+
 - **For Android targets**:
   - Android NDK r26d+
-  - Android SDK Platform Tools (adb)
   - CMake 3.24+
   - Ninja 1.11+
+  - Android device with USB debugging enabled
 - **For Linux ARM targets**:
   - SSH access to device
   - Cross-compilation toolchain
diff --git a/docs/api-reference.md b/docs/api-reference.md
index 424c4bd..c87a5e3 100644
--- a/docs/api-reference.md
+++ b/docs/api-reference.md
@@ -234,13 +234,13 @@ class Device(ABC):
 
 ### `ovmobilebench.devices.android`
 
-Android device implementation using ADB.
+Android device implementation using Python adbutils library for direct device control.
 
 #### `AndroidDevice`
 
 ```python
 class AndroidDevice(Device):
-    """Android device via ADB"""
+    """Android device via adbutils Python library"""
     
     def __init__(self, serial: str, use_root: bool = False):
         """
diff --git a/docs/architecture.md b/docs/architecture.md
index a69d3de..fa738f4 100644
--- a/docs/architecture.md
+++ b/docs/architecture.md
@@ -24,7 +24,7 @@ OVMobileBench is an end-to-end benchmarking pipeline for OpenVINO on mobile devi
      │         │       │       │       │       │
 ┌────▼─────────▼───────▼───────▼───────▼───────▼─────┐
 │              Device Abstraction Layer               │
-│         (Android/ADB, Linux/SSH, iOS/stub)          │
+│      (Android/adbutils, Linux/SSH, iOS/stub)        │
 └─────────────────────────────────────────────────────┘
 ```
 
@@ -74,7 +74,7 @@ OVMobileBench is an end-to-end benchmarking pipeline for OpenVINO on mobile devi
 **Purpose**: Uniform interface for different device types.
 
 **Implementations**:
-- `AndroidDevice`: ADB-based Android device control
+- `AndroidDevice`: Python adbutils-based Android device control (no external ADB binary needed)
 - `LinuxDevice`: SSH-based Linux device control (planned)
 - `iOSDevice`: iOS device control (stub)
 
@@ -181,7 +181,7 @@ Build Artifacts + Models → Tar Archive → Checksum Generation
 
 ### 4. Deployment Flow
 ```
-Bundle → ADB/SSH Push → Remote Extraction → Permission Setup
+Bundle → Device Push → Remote Extraction → Permission Setup
 ```
 
 ### 5. Execution Flow
@@ -239,7 +239,7 @@ report:
 - SSH key-based authentication
 
 ### Device Security
-- ADB authorization required
+- USB debugging authorization required
 - Limited command set execution
 - Temporary file cleanup
 
@@ -348,7 +348,7 @@ report:
 - Ninja 1.11+
 
 ### Development
-- poetry: Dependency management
+- pip: Dependency management
 - pytest: Testing framework
 - black: Code formatting
 - ruff: Linting
diff --git a/docs/getting-started.md b/docs/getting-started.md
index 712e894..a560acc 100644
--- a/docs/getting-started.md
+++ b/docs/getting-started.md
@@ -8,7 +8,7 @@ Before you begin, ensure you have:
 
 - **Python 3.11+** installed
 - **Git** for cloning repositories
-- **Android SDK Platform Tools** (for Android benchmarking)
+- **Android device** with USB debugging enabled
 - **Android NDK r26d+** (for building from source)
 - **CMake 3.24+** and **Ninja 1.11+** (for building)
 
@@ -22,13 +22,13 @@ cd OVMobileBench
 pip install -e .[dev]
 ```
 
-### Method 2: Using Poetry
+### Method 2: Using pip with requirements
 
 ```bash
 git clone https://github.com/embedded-dev-research/OVMobileBench.git
 cd OVMobileBench
-poetry install
-poetry shell
+pip install -r requirements.txt
+pip install -e .
 ```
 
 ## Quick Setup
@@ -47,8 +47,7 @@ export PATH=$ANDROID_HOME/platform-tools:$PATH
 # Check OVMobileBench installation
 ovmobilebench --version
 
-# Check Android tools
-adb --version
+# Check build tools
 cmake --version
 ninja --version
 ```
@@ -57,15 +56,17 @@ ninja --version
 
 For Android devices:
 
+1. Enable Developer Options and USB Debugging on your device
+2. Connect via USB
+3. Run OVMobileBench to list devices:
+
 ```bash
-# Enable Developer Options and USB Debugging on your device
-# Connect via USB
-adb devices
+ovmobilebench list-devices
 
-# You should see your device listed
 # Example output:
-# List of devices attached
-# R3CN30XXXX  device
+# Available Android devices:
+# - R3CN30XXXX (device)
+# - emulator-5554 (device)
 ```
 
 ## Your First Benchmark
@@ -97,7 +98,7 @@ build:
 
 device:
   kind: "android"
-  serials: ["YOUR_DEVICE_SERIAL"]  # From 'adb devices'
+  serials: ["YOUR_DEVICE_SERIAL"]  # From 'ovmobilebench list-devices'
   push_dir: "/data/local/tmp/ovmobilebench"
 
 models:
diff --git a/docs/internal_experimental_documentation/OVMobileBench_All_Files_Bundle.md b/docs/internal_experimental_documentation/OVMobileBench_All_Files_Bundle.md
index 6b312a9..ee42cd8 100644
--- a/docs/internal_experimental_documentation/OVMobileBench_All_Files_Bundle.md
+++ b/docs/internal_experimental_documentation/OVMobileBench_All_Files_Bundle.md
@@ -164,7 +164,7 @@ cat > 'docs/CHECKLIST_EN.md' << '__OVBENCH_EOF_4__'
 
 ## Python Package: pyproject, Dependencies, Extras
 
-- [ ] Package via `pyproject.toml` (Poetry or PEP 621):
+- [ ] Package via `pyproject.toml` (PEP 621):
   - [ ] `name = "ovmobilebench"`, `version`, `readme`, `scripts`.
   - [ ] Runtime deps: `typer`, `pydantic`, `pyyaml`, `paramiko`, `pandas`, `rich`.
   - [ ] Dev deps: `pytest`, `pytest-cov`, `mypy`, `ruff`, `black`.
@@ -207,7 +207,7 @@ cat > 'docs/CHECKLIST_EN.md' << '__OVBENCH_EOF_4__'
   - [ ] **build-android**: build & package; upload artifact.
   - [ ] **run-on-device** (self-hosted): download artifact, deploy, run, report.
 - [ ] PR gates: lint → type → unit → build → (opt) smoke run on device.
-- [ ] Caching: pip/poetry and CMake/Ninja (actions/cache).
+- [ ] Caching: pip and CMake/Ninja (actions/cache).
 - [ ] Artifact retention: ≥ 7–30 days; name with `run_id` and `commit`.
 - [ ] Publishing results: artifacts, S3/GCS, PR comments with FPS tables.
 - [ ] Parallelism control: `concurrency.group` to avoid race conditions.
@@ -915,8 +915,8 @@ cat > 'CONTRIBUTING.md' << '__OVBENCH_EOF_8__'
 # Contributing
 
 ## Dev Setup
-- Python 3.11+, Poetry or pip
-- `poetry install` or `pip install -e .[dev]`
+- Python 3.11+, pip
+- `pip install -r requirements.txt && pip install -e .[dev]`
 
 ## Tests & Lint
 - `pytest -q`
@@ -970,37 +970,46 @@ repos:
 
 __OVBENCH_EOF_11__
 cat > 'pyproject.toml' << '__OVBENCH_EOF_12__'
-[tool.poetry]
+[build-system]
+requires = ["setuptools>=61.0", "wheel"]
+build-backend = "setuptools.build_meta"
+
+[project]
 name = "ovmobilebench"
 version = "0.1.0"
 description = "End-to-end benchmarking pipeline for OpenVINO on mobile devices"
-authors = ["Your Name <you@example.com>"]
 readme = "README.md"
-packages = [{ include = "ovmobilebench" }]
-
-[tool.poetry.dependencies]
-python = "^3.11"
-typer = "^0.12.3"
-pydantic = "^2.8.2"
-pyyaml = "^6.0.2"
-paramiko = "^3.4.0"
-pandas = "^2.2.2"
-rich = "^13.7.1"
-
-[tool.poetry.group.dev.dependencies]
-pytest = "^8.2.0"
-pytest-cov = "^5.0.0"
-mypy = "^1.10.0"
-ruff = "^0.5.0"
-black = "^24.4.2"
-pre-commit = "^3.7.1"
-
-[tool.poetry.scripts]
+requires-python = ">=3.11"
+authors = [
+    {name = "Embedded Dev Research Team"},
+]
+dependencies = [
+    "typer>=0.9.0",
+    "click>=8.1.0",
+    "pydantic>=2.8.2",
+    "pyyaml>=6.0.2",
+    "paramiko>=3.4.0",
+    "pandas>=2.2.2",
+    "rich>=13.7.1",
+    "adbutils>=2.0.0",
+]
+
+[project.optional-dependencies]
+dev = [
+    "pytest>=8.2.0",
+    "pytest-cov>=5.0.0",
+    "mypy>=1.10.0",
+    "ruff>=0.5.0",
+    "black>=24.4.2",
+    "types-PyYAML>=6.0.12",
+    "pre-commit>=3.7.1",
+]
+
+[project.scripts]
 ovmobilebench = "ovmobilebench.cli:app"
 
-[build-system]
-requires = ["poetry-core"]
-build-backend = "poetry.core.masonry.api"
+[tool.setuptools.packages.find]
+include = ["ovmobilebench*"]
 
 __OVBENCH_EOF_12__
 cat > 'Makefile' << '__OVBENCH_EOF_13__'
@@ -1090,14 +1099,17 @@ jobs:
       - uses: actions/setup-python@v5
         with:
           python-version: "3.11"
-      - run: pip install -U pip poetry && poetry install
+      - run: |
+          pip install --upgrade pip
+          pip install -r requirements.txt
+          pip install -e .
       - name: Build & Package
         env:
           ANDROID_NDK: ${{ secrets.ANDROID_NDK }}
         run: |
           export PATH="$ANDROID_NDK:$PATH"
-          poetry run ovmobilebench build -c experiments/android_mcpu_fp16.yaml
-          poetry run ovmobilebench package -c experiments/android_mcpu_fp16.yaml
+          ovmobilebench build -c experiments/android_mcpu_fp16.yaml
+          ovmobilebench package -c experiments/android_mcpu_fp16.yaml
       - uses: actions/upload-artifact@v4
         with:
           name: ovbundle-android
@@ -1719,7 +1731,7 @@ ovmobilebench all -c experiments/android_mcpu_fp16.yaml
 
 ## Python Package: pyproject, Dependencies, Extras
 
-- [ ] Package via `pyproject.toml` (Poetry or PEP 621):
+- [ ] Package via `pyproject.toml` (PEP 621):
   - [ ] `name = "ovmobilebench"`, `version`, `readme`, `scripts`.
   - [ ] Runtime deps: `typer`, `pydantic`, `pyyaml`, `paramiko`, `pandas`, `rich`.
   - [ ] Dev deps: `pytest`, `pytest-cov`, `mypy`, `ruff`, `black`.
@@ -1762,7 +1774,7 @@ ovmobilebench all -c experiments/android_mcpu_fp16.yaml
   - [ ] **build-android**: build & package; upload artifact.
   - [ ] **run-on-device** (self-hosted): download artifact, deploy, run, report.
 - [ ] PR gates: lint → type → unit → build → (opt) smoke run on device.
-- [ ] Caching: pip/poetry and CMake/Ninja (actions/cache).
+- [ ] Caching: pip and CMake/Ninja (actions/cache).
 - [ ] Artifact retention: ≥ 7–30 days; name with `run_id` and `commit`.
 - [ ] Publishing results: artifacts, S3/GCS, PR comments with FPS tables.
 - [ ] Parallelism control: `concurrency.group` to avoid race conditions.
@@ -2478,8 +2490,8 @@ We follow the Contributor Covenant. Be respectful, inclusive, and constructive.
 # Contributing
 
 ## Dev Setup
-- Python 3.11+, Poetry or pip
-- `poetry install` or `pip install -e .[dev]`
+- Python 3.11+, pip
+- `pip install -r requirements.txt && pip install -e .[dev]`
 
 ## Tests & Lint
 - `pytest -q`
@@ -2541,37 +2553,46 @@ repos:
 ### `pyproject.toml`
 
 ```toml
-[tool.poetry]
+[build-system]
+requires = ["setuptools>=61.0", "wheel"]
+build-backend = "setuptools.build_meta"
+
+[project]
 name = "ovmobilebench"
 version = "0.1.0"
 description = "End-to-end benchmarking pipeline for OpenVINO on mobile devices"
-authors = ["Your Name <you@example.com>"]
 readme = "README.md"
-packages = [{ include = "ovmobilebench" }]
-
-[tool.poetry.dependencies]
-python = "^3.11"
-typer = "^0.12.3"
-pydantic = "^2.8.2"
-pyyaml = "^6.0.2"
-paramiko = "^3.4.0"
-pandas = "^2.2.2"
-rich = "^13.7.1"
-
-[tool.poetry.group.dev.dependencies]
-pytest = "^8.2.0"
-pytest-cov = "^5.0.0"
-mypy = "^1.10.0"
-ruff = "^0.5.0"
-black = "^24.4.2"
-pre-commit = "^3.7.1"
-
-[tool.poetry.scripts]
+requires-python = ">=3.11"
+authors = [
+    {name = "Embedded Dev Research Team"},
+]
+dependencies = [
+    "typer>=0.9.0",
+    "click>=8.1.0",
+    "pydantic>=2.8.2",
+    "pyyaml>=6.0.2",
+    "paramiko>=3.4.0",
+    "pandas>=2.2.2",
+    "rich>=13.7.1",
+    "adbutils>=2.0.0",
+]
+
+[project.optional-dependencies]
+dev = [
+    "pytest>=8.2.0",
+    "pytest-cov>=5.0.0",
+    "mypy>=1.10.0",
+    "ruff>=0.5.0",
+    "black>=24.4.2",
+    "types-PyYAML>=6.0.12",
+    "pre-commit>=3.7.1",
+]
+
+[project.scripts]
 ovmobilebench = "ovmobilebench.cli:app"
 
-[build-system]
-requires = ["poetry-core"]
-build-backend = "poetry.core.masonry.api"
+[tool.setuptools.packages.find]
+include = ["ovmobilebench*"]
 
 ```
 ### `Makefile`
@@ -2669,14 +2690,17 @@ jobs:
       - uses: actions/setup-python@v5
         with:
           python-version: "3.11"
-      - run: pip install -U pip poetry && poetry install
+      - run: |
+          pip install --upgrade pip
+          pip install -r requirements.txt
+          pip install -e .
       - name: Build & Package
         env:
           ANDROID_NDK: ${{ secrets.ANDROID_NDK }}
         run: |
           export PATH="$ANDROID_NDK:$PATH"
-          poetry run ovmobilebench build -c experiments/android_mcpu_fp16.yaml
-          poetry run ovmobilebench package -c experiments/android_mcpu_fp16.yaml
+          ovmobilebench build -c experiments/android_mcpu_fp16.yaml
+          ovmobilebench package -c experiments/android_mcpu_fp16.yaml
       - uses: actions/upload-artifact@v4
         with:
           name: ovbundle-android
diff --git a/docs/internal_experimental_documentation/OVMobileBench_Mobile_Benchmark_Architecture.md b/docs/internal_experimental_documentation/OVMobileBench_Mobile_Benchmark_Architecture.md
index cbfc66e..bac3913 100644
--- a/docs/internal_experimental_documentation/OVMobileBench_Mobile_Benchmark_Architecture.md
+++ b/docs/internal_experimental_documentation/OVMobileBench_Mobile_Benchmark_Architecture.md
@@ -1535,7 +1535,7 @@ Example (JSON):
 # Supplemental Sections Added — 2025-08-15 14:15:15
 
 > The following sections extend the original design with concrete, ready-to-use assets:
-> GitHub Actions pipelines, Makefile, Poetry project file, tox config, devcontainer/Dockerfile,
+> GitHub Actions pipelines, Makefile, pyproject.toml project file, tox config, devcontainer/Dockerfile,
 > unit tests (pytest) for parsers and devices, SQLite sink and schema, regression detection,
 > parallel execution guidance, models acquisition, device farm design, baseline management,
 > visualization cookbook, and advanced Android stabilization controls.
@@ -1552,14 +1552,10 @@ Example (JSON):
 
 ### Installation
 ```bash
-# Using Poetry
-pipx install poetry
-poetry install
-poetry run ovmobilebench --help
-
-# Or editable install
+# Install dependencies and package
 python -m venv .venv && source .venv/bin/activate
 pip install -U pip wheel
+pip install -r requirements.txt
 pip install -e .[dev]
 ovmobilebench --help
 ```
@@ -1576,36 +1572,45 @@ ovmobilebench all -c experiments/local.yaml --verbose
 ## pyproject.toml (Reference)
 
 ```toml
-[tool.poetry]
+[build-system]
+requires = ["setuptools>=61.0", "wheel"]
+build-backend = "setuptools.build_meta"
+
+[project]
 name = "ovmobilebench"
 version = "0.1.0"
 description = "End-to-end benchmarking pipeline for OpenVINO on mobile devices"
-authors = ["Your Name <you@example.com>"]
 readme = "README.md"
-packages = [{ include = "ovmobilebench" }]
-
-[tool.poetry.dependencies]
-python = "^3.11"
-typer = "^0.12.3"
-pydantic = "^2.8.2"
-pyyaml = "^6.0.2"
-paramiko = "^3.4.0"
-pandas = "^2.2.2"
-rich = "^13.7.1"
-
-[tool.poetry.group.dev.dependencies]
-pytest = "^8.2.0"
-pytest-cov = "^5.0.0"
-mypy = "^1.10.0"
-ruff = "^0.5.0"
-black = "^24.4.2"
-
-[tool.poetry.scripts]
+requires-python = ">=3.11"
+authors = [
+    {name = "Embedded Dev Research Team"},
+]
+dependencies = [
+    "typer>=0.9.0",
+    "click>=8.1.0",
+    "pydantic>=2.8.2",
+    "pyyaml>=6.0.2",
+    "paramiko>=3.4.0",
+    "pandas>=2.2.2",
+    "rich>=13.7.1",
+    "adbutils>=2.0.0",
+]
+
+[project.optional-dependencies]
+dev = [
+    "pytest>=8.2.0",
+    "pytest-cov>=5.0.0",
+    "mypy>=1.10.0",
+    "ruff>=0.5.0",
+    "black>=24.4.2",
+    "types-PyYAML>=6.0.12",
+]
+
+[project.scripts]
 ovmobilebench = "ovmobilebench.cli:app"
 
-[build-system]
-requires = ["poetry-core"]
-build-backend = "poetry.core.masonry.api"
+[tool.setuptools.packages.find]
+include = ["ovmobilebench*"]
 ```
 
 ---
@@ -1619,32 +1624,32 @@ help:
 	@echo "Targets: build package deploy run report all lint fmt test clean"
 
 build:
-	poetry run ovmobilebench build -c $(CFG)
+	ovmobilebench build -c $(CFG)
 
 package:
-	poetry run ovmobilebench package -c $(CFG)
+	ovmobilebench package -c $(CFG)
 
 deploy:
-	poetry run ovmobilebench deploy -c $(CFG)
+	ovmobilebench deploy -c $(CFG)
 
 run:
-	poetry run ovmobilebench run -c $(CFG)
+	ovmobilebench run -c $(CFG)
 
 report:
-	poetry run ovmobilebench report -c $(CFG)
+	ovmobilebench report -c $(CFG)
 
 all:
-	poetry run ovmobilebench all -c $(CFG)
+	ovmobilebench all -c $(CFG)
 
 lint:
-	poetry run ruff ovmobilebench
-	poetry run mypy ovmobilebench
+	ruff check ovmobilebench
+	mypy ovmobilebench
 
 fmt:
-	poetry run black ovmobilebench
+	black ovmobilebench
 
 test:
-	poetry run pytest -q
+	pytest -q
 
 clean:
 	rm -rf artifacts/ .pytest_cache .mypy_cache .ruff_cache dist build
@@ -1723,16 +1728,16 @@ jobs:
           python-version: "3.11"
       - name: Install deps
         run: |
-          pip install -U pip
-          pip install poetry
-          poetry install
+          pip install --upgrade pip
+          pip install -r requirements.txt
+          pip install -e .
       - name: Build OpenVINO bundle
         env:
           ANDROID_NDK: ${{ secrets.ANDROID_NDK }}
         run: |
           export PATH="$ANDROID_NDK:$PATH"
-          poetry run ovmobilebench build -c experiments/android_mcpu_fp16.yaml
-          poetry run ovmobilebench package -c experiments/android_mcpu_fp16.yaml
+          ovmobilebench build -c experiments/android_mcpu_fp16.yaml
+          ovmobilebench package -c experiments/android_mcpu_fp16.yaml
       - name: Upload artifact
         uses: actions/upload-artifact@v4
         with:
diff --git a/docs/internal_experimental_documentation/OVMobileBench_Project_Preflight_Checklist.md b/docs/internal_experimental_documentation/OVMobileBench_Project_Preflight_Checklist.md
index 00d71bf..aa1c865 100644
--- a/docs/internal_experimental_documentation/OVMobileBench_Project_Preflight_Checklist.md
+++ b/docs/internal_experimental_documentation/OVMobileBench_Project_Preflight_Checklist.md
@@ -155,7 +155,7 @@
   - [ ] **build-android**: build & package; upload artifact.
   - [ ] **run-on-device** (self-hosted): download artifact, deploy, run, report.
 - [ ] PR gates: lint → type → unit → build → (opt) smoke run on device.
-- [ ] Caching: pip/poetry and CMake/Ninja (actions/cache).
+- [ ] Caching: pip and CMake/Ninja (actions/cache).
 - [ ] Artifact retention: ≥ 7–30 days; name with `run_id` and `commit`.
 - [ ] Publishing results: artifacts, S3/GCS, PR comments with FPS tables.
 - [ ] Parallelism control: `concurrency.group` to avoid race conditions.
diff --git a/docs/internal_experimental_documentation/OVMobileBench_User_Documentation.md b/docs/internal_experimental_documentation/OVMobileBench_User_Documentation.md
index 35b6a74..88cb2ce 100644
--- a/docs/internal_experimental_documentation/OVMobileBench_User_Documentation.md
+++ b/docs/internal_experimental_documentation/OVMobileBench_User_Documentation.md
@@ -434,12 +434,15 @@ jobs:
       - uses: actions/checkout@v4
       - uses: actions/setup-python@v5
         with: { python-version: "3.11" }
-      - run: pip install -U pip poetry && poetry install
+      - run: |
+          pip install --upgrade pip
+          pip install -r requirements.txt
+          pip install -e .
       - env: { ANDROID_NDK: ${{ secrets.ANDROID_NDK }} }
         run: |
           export PATH="$ANDROID_NDK:$PATH"
-          poetry run ovmobilebench build -c experiments/android_mcpu_fp16.yaml
-          poetry run ovmobilebench package -c experiments/android_mcpu_fp16.yaml
+          ovmobilebench build -c experiments/android_mcpu_fp16.yaml
+          ovmobilebench package -c experiments/android_mcpu_fp16.yaml
       - uses: actions/upload-artifact@v4
         with: { name: ovbundle-android, path: artifacts/**/*, if-no-files-found: error }
 
diff --git a/docs/troubleshooting.md b/docs/troubleshooting.md
index 787f848..0f27e0e 100644
--- a/docs/troubleshooting.md
+++ b/docs/troubleshooting.md
@@ -50,20 +50,20 @@ pip install -e .[dev]
 pip install typer pydantic pyyaml
 ```
 
-### Poetry Installation Issues
+### Package Installation Issues
 
-**Problem**: `Poetry: command not found`
+**Problem**: `ovmobilebench: command not found`
 
 **Solution**:
 ```bash
-# Install Poetry
-curl -sSL https://install.python-poetry.org | python3 -
+# Install package in development mode
+pip install -e .
 
-# Add to PATH
-export PATH="$HOME/.local/bin:$PATH"
+# Or install from requirements
+pip install -r requirements.txt
 
 # Verify installation
-poetry --version
+ovmobilebench --help
 ```
 
 ## Build Errors
diff --git a/docs/user-guide.md b/docs/user-guide.md
index 61f8b72..821a071 100644
--- a/docs/user-guide.md
+++ b/docs/user-guide.md
@@ -77,10 +77,10 @@ cd OVMobileBench
 pip install -e .[dev]
 ```
 
-#### Using Poetry
+#### Using pip with requirements
 ```bash
-poetry install
-poetry shell
+pip install -r requirements.txt
+pip install -e .
 ```
 
 ### Environment Setup
diff --git a/ovmobilebench/cli.py b/ovmobilebench/cli.py
index 34abfd7..a79c31e 100644
--- a/ovmobilebench/cli.py
+++ b/ovmobilebench/cli.py
@@ -132,17 +132,24 @@ def all(
 
 @app.command()
 def list_devices():
-    """List available ADB devices."""
+    """List available Android devices."""
     from ovmobilebench.devices.android import list_android_devices
 
+    console.print("[bold blue]Searching for Android devices...[/bold blue]")
+
     devices = list_android_devices()
     if not devices:
-        console.print("[yellow]No devices found[/yellow]")
+        console.print("[yellow]No Android devices found[/yellow]")
+        console.print("\nMake sure:")
+        console.print("  • USB debugging is enabled on your device")
+        console.print("  • Device is connected via USB")
+        console.print("  • You have authorized this computer on the device")
         return
 
-    console.print("[bold]Available devices:[/bold]")
+    console.print("[bold green]Available Android devices:[/bold green]")
     for serial, status in devices:
-        console.print(f"  • {serial} [{status}]")
+        status_color = "green" if status == "device" else "yellow"
+        console.print(f"  • {serial} [[{status_color}]{status}[/{status_color}]]")
 
 
 if __name__ == "__main__":
diff --git a/ovmobilebench/devices/android.py b/ovmobilebench/devices/android.py
index ec99e50..226dfca 100644
--- a/ovmobilebench/devices/android.py
+++ b/ovmobilebench/devices/android.py
@@ -1,10 +1,12 @@
-"""Android device implementation using ADB."""
+"""Android device implementation using adbutils."""
 
-import subprocess
-import shlex
+import time
 from pathlib import Path
 from typing import List, Tuple, Dict, Any, Optional
+import adbutils
+from adbutils import AdbDevice, AdbError
 from ovmobilebench.devices.base import Device
+from ovmobilebench.core.errors import DeviceError
 
 
 def list_android_devices() -> List[Tuple[str, str]]:
@@ -14,66 +16,128 @@ def list_android_devices() -> List[Tuple[str, str]]:
         List of (serial, status) tuples
     """
     try:
-        result = subprocess.run(["adb", "devices"], capture_output=True, text=True, check=True)
-
+        adb = adbutils.AdbClient()
         devices = []
-        for line in result.stdout.strip().split("\n")[1:]:
-            if line:
-                parts = line.split("\t")
-                if len(parts) == 2:
-                    devices.append((parts[0], parts[1]))
+        for device in adb.device_list():
+            # Get device state (device, offline, unauthorized)
+            status = "device" if device.get_state() == "device" else device.get_state()
+            devices.append((device.serial, status))
         return devices
-    except (subprocess.CalledProcessError, FileNotFoundError):
+    except Exception:
         return []
 
 
 class AndroidDevice(Device):
-    """Android device accessed via ADB."""
+    """Android device accessed via adbutils."""
 
     def __init__(self, serial: str, push_dir: str = "/data/local/tmp/ovmobilebench"):
         super().__init__(name=serial)
         self.serial = serial
         self.push_dir = push_dir
+        self._device: Optional[AdbDevice] = None
+        self._connect()
+
+    def _connect(self) -> None:
+        """Connect to the device."""
+        try:
+            adb = adbutils.AdbClient()
+            self._device = adb.device(self.serial)
+            if not self._device:
+                raise DeviceError(f"Device not found: {self.serial}")
+        except Exception as e:
+            raise DeviceError(f"Failed to connect to device {self.serial}: {e}")
 
-    def _adb(self, args: List[str], timeout: Optional[int] = None) -> subprocess.CompletedProcess:
-        """Execute ADB command."""
-        cmd = ["adb", "-s", self.serial] + args
-        return subprocess.run(cmd, capture_output=True, text=True, timeout=timeout, check=False)
+    @property
+    def device(self) -> AdbDevice:
+        """Get the connected device instance."""
+        if not self._device:
+            self._connect()
+        return self._device
 
     def push(self, local: Path, remote: str) -> None:
         """Push file or directory to device."""
-        result = self._adb(["push", str(local), remote])
-        if result.returncode != 0:
-            raise RuntimeError(f"Failed to push {local} to {remote}: {result.stderr}")
+        try:
+            if local.is_dir():
+                # Push directory recursively
+                self.device.push(str(local), remote)
+            else:
+                # Push single file
+                self.device.push(str(local), remote)
+        except AdbError as e:
+            raise DeviceError(f"Failed to push {local} to {remote}: {e}")
+        except Exception as e:
+            raise DeviceError(f"Failed to push {local} to {remote}: {e}")
 
     def pull(self, remote: str, local: Path) -> None:
         """Pull file or directory from device."""
-        result = self._adb(["pull", remote, str(local)])
-        if result.returncode != 0:
-            raise RuntimeError(f"Failed to pull {remote} to {local}: {result.stderr}")
+        try:
+            # Ensure local parent directory exists
+            local.parent.mkdir(parents=True, exist_ok=True)
+            self.device.pull(remote, str(local))
+        except AdbError as e:
+            raise DeviceError(f"Failed to pull {remote} to {local}: {e}")
+        except Exception as e:
+            raise DeviceError(f"Failed to pull {remote} to {local}: {e}")
 
     def shell(self, cmd: str, timeout: Optional[int] = None) -> Tuple[int, str, str]:
         """Execute shell command on device."""
-        result = self._adb(["shell", cmd], timeout=timeout)
-        return result.returncode, result.stdout, result.stderr
+        try:
+            # adbutils returns output as string directly
+            # It doesn't separate stdout/stderr, so we'll put everything in stdout
+            output = self.device.shell(cmd, timeout=timeout)
+            # adbutils doesn't return exit code directly for shell command
+            # We'll check if the command succeeded by looking for typical error patterns
+            # or by running echo $? after the command
+
+            # Run command and get exit code
+            full_cmd = f"{cmd}; echo __EXIT_CODE__$?"
+            result = self.device.shell(full_cmd, timeout=timeout)
+
+            # Parse output and exit code
+            if "__EXIT_CODE__" in result:
+                parts = result.split("__EXIT_CODE__")
+                output = parts[0]
+                try:
+                    exit_code = int(parts[1].strip())
+                except (ValueError, IndexError):
+                    exit_code = 0
+            else:
+                output = result
+                exit_code = 0
+
+            return exit_code, output, ""
+        except AdbError as e:
+            return 1, "", str(e)
+        except Exception as e:
+            return 1, "", str(e)
 
     def exists(self, remote_path: str) -> bool:
         """Check if path exists on device."""
-        rc, out, _ = self.shell(f"test -e {shlex.quote(remote_path)} && echo 1 || echo 0")
-        return rc == 0 and "1" in out
+        try:
+            # Use shell command to check existence
+            output = self.device.shell(f"test -e {remote_path} && echo 1 || echo 0")
+            return "1" in output
+        except Exception:
+            return False
 
     def mkdir(self, remote_path: str) -> None:
         """Create directory on device."""
-        rc, _, err = self.shell(f"mkdir -p {shlex.quote(remote_path)}")
-        if rc != 0:
-            raise RuntimeError(f"Failed to create directory {remote_path}: {err}")
+        try:
+            self.device.shell(f"mkdir -p {remote_path}")
+        except AdbError as e:
+            raise DeviceError(f"Failed to create directory {remote_path}: {e}")
+        except Exception as e:
+            raise DeviceError(f"Failed to create directory {remote_path}: {e}")
 
     def rm(self, remote_path: str, recursive: bool = False) -> None:
         """Remove file or directory from device."""
-        flags = "-rf" if recursive else "-f"
-        rc, _, err = self.shell(f"rm {flags} {shlex.quote(remote_path)}")
-        if rc != 0:
-            raise RuntimeError(f"Failed to remove {remote_path}: {err}")
+        try:
+            flags = "-rf" if recursive else "-f"
+            self.device.shell(f"rm {flags} {remote_path}")
+        except AdbError as e:
+            raise DeviceError(f"Failed to remove {remote_path}: {e}")
+        except Exception as e:
+            raise DeviceError(f"Failed to remove {remote_path}: {e}")
 
     def info(self) -> Dict[str, Any]:
         """Get device information."""
@@ -82,89 +146,213 @@ def info(self) -> Dict[str, Any]:
             "os": "Android",
         }
 
-        # Get Android version
-        rc, out, _ = self.shell("getprop ro.build.version.release")
-        if rc == 0:
-            info["android_version"] = out.strip()
+        try:
+            # Get Android version
+            android_version = self.device.shell("getprop ro.build.version.release").strip()
+            if android_version:
+                info["android_version"] = android_version
+
+            # Get device model
+            model = self.device.shell("getprop ro.product.model").strip()
+            if model:
+                info["model"] = model
 
-        # Get device model
-        rc, out, _ = self.shell("getprop ro.product.model")
-        if rc == 0:
-            info["model"] = out.strip()
+            # Get CPU info
+            cpu_info = self.device.shell("cat /proc/cpuinfo | grep 'Hardware' | head -1")
+            if cpu_info and ":" in cpu_info:
+                info["cpu"] = cpu_info.split(":")[-1].strip()
 
-        # Get CPU info
-        rc, out, _ = self.shell("cat /proc/cpuinfo | grep 'Hardware' | head -1")
-        if rc == 0 and out:
-            info["cpu"] = out.split(":")[-1].strip()
+            # Get memory info
+            mem_info = self.device.shell("cat /proc/meminfo | grep 'MemTotal'")
+            if mem_info and "MemTotal:" in mem_info:
+                mem_kb = int(mem_info.split()[1])
+                info["memory_gb"] = round(mem_kb / 1024 / 1024, 2)
 
-        # Get memory info
-        rc, out, _ = self.shell("cat /proc/meminfo | grep 'MemTotal'")
-        if rc == 0 and out:
-            mem_kb = int(out.split()[1])
-            info["memory_gb"] = round(mem_kb / 1024 / 1024, 2)
+            # Get ABI
+            abi = self.device.shell("getprop ro.product.cpu.abi").strip()
+            if abi:
+                info["abi"] = abi
 
-        # Get ABI
-        rc, out, _ = self.shell("getprop ro.product.cpu.abi")
-        if rc == 0:
-            info["abi"] = out.strip()
+            # Get device properties using adbutils built-in methods
+            props = self.device.get_properties()
+            if "ro.build.version.sdk" in props:
+                info["sdk_version"] = props["ro.build.version.sdk"]
+            if "ro.product.manufacturer" in props:
+                info["manufacturer"] = props["ro.product.manufacturer"]
+
+        except Exception as e:
+            # If we can't get some info, just continue with what we have
+            info["error"] = str(e)
 
         return info
 
     def is_available(self) -> bool:
         """Check if device is available and connected."""
-        devices = list_android_devices()
-        for serial, status in devices:
-            if serial == self.serial and status == "device":
-                return True
-        return False
+        try:
+            # Check if device is in device list and has "device" state
+            state = self.device.get_state()
+            return bool(state == "device")
+        except Exception:
+            return False
 
     def get_temperature(self) -> Optional[float]:
         """Get device temperature if available."""
-        # Try thermal zones
-        rc, out, _ = self.shell("cat /sys/class/thermal/thermal_zone0/temp 2>/dev/null")
-        if rc == 0 and out:
-            try:
-                return float(out.strip()) / 1000.0  # Convert from millidegrees
-            except ValueError:
-                pass
-
-        # Try battery temperature
-        rc, out, _ = self.shell("dumpsys battery | grep temperature")
-        if rc == 0 and out:
-            try:
-                temp_str = out.split(":")[-1].strip()
-                return float(temp_str) / 10.0  # Battery temp is in tenths of degree
-            except (ValueError, IndexError):
-                pass
+        try:
+            # Try thermal zones
+            temp_output = self.device.shell("cat /sys/class/thermal/thermal_zone0/temp 2>/dev/null")
+            if temp_output and temp_output.strip():
+                try:
+                    return float(temp_output.strip()) / 1000.0  # Convert from millidegrees
+                except ValueError:
+                    pass
+
+            # Try battery temperature
+            battery_output = self.device.shell("dumpsys battery | grep temperature")
+            if battery_output and "temperature:" in battery_output:
+                try:
+                    temp_str = battery_output.split(":")[-1].strip()
+                    return float(temp_str) / 10.0  # Battery temp is in tenths of degree
+                except (ValueError, IndexError):
+                    pass
+
+        except Exception:
+            pass
 
         return None
 
     def set_cpu_governor(self, governor: str = "performance") -> bool:
         """Set CPU governor (requires root)."""
-        rc, _, _ = self.shell(
-            f"echo {governor} > /sys/devices/system/cpu/cpu0/cpufreq/scaling_governor"
-        )
-        return rc == 0
+        try:
+            self.device.shell(
+                f"echo {governor} > /sys/devices/system/cpu/cpu0/cpufreq/scaling_governor"
+            )
+            return True
+        except Exception:
+            return False
 
     def disable_thermal_throttling(self) -> bool:
         """Attempt to disable thermal throttling (requires root)."""
-        rc, _, _ = self.shell("stop thermal-engine")
-        return rc == 0
+        try:
+            self.device.shell("stop thermal-engine")
+            return True
+        except Exception:
+            return False
 
     def screen_off(self) -> None:
         """Turn screen off to reduce heat and interference."""
-        self.shell("input keyevent 26")  # KEYCODE_POWER
+        try:
+            self.device.shell("input keyevent 26")  # KEYCODE_POWER
+        except Exception:
+            pass
 
     def airplane_mode(self, enable: bool = True) -> None:
         """Enable/disable airplane mode."""
-        value = "1" if enable else "0"
-        self.shell(f"settings put global airplane_mode_on {value}")
-        self.shell(
-            f"am broadcast -a android.intent.action.AIRPLANE_MODE --ez state {str(enable).lower()}"
-        )
+        try:
+            value = "1" if enable else "0"
+            self.device.shell(f"settings put global airplane_mode_on {value}")
+            self.device.shell(
+                f"am broadcast -a android.intent.action.AIRPLANE_MODE --ez state {str(enable).lower()}"
+            )
+        except Exception:
+            pass
 
     def disable_animations(self) -> None:
         """Disable system animations for consistent benchmarking."""
-        self.shell("settings put global window_animation_scale 0")
-        self.shell("settings put global transition_animation_scale 0")
-        self.shell("settings put global animator_duration_scale 0")
+        try:
+            self.device.shell("settings put global window_animation_scale 0")
+            self.device.shell("settings put global transition_animation_scale 0")
+            self.device.shell("settings put global animator_duration_scale 0")
+        except Exception:
+            pass
+
+    def take_screenshot(self, local_path: Path) -> None:
+        """Take a screenshot and save to local path."""
+        try:
+            # Take screenshot on device
+            remote_path = "/sdcard/screenshot.png"
+            self.device.shell(f"screencap -p {remote_path}")
+
+            # Pull screenshot to local
+            self.pull(remote_path, local_path)
+
+            # Clean up remote screenshot
+            self.rm(remote_path)
+        except Exception as e:
+            raise DeviceError(f"Failed to take screenshot: {e}")
+
+    def start_screenrecord(
+        self, remote_path: str = "/sdcard/screenrecord.mp4", time_limit: int = 180
+    ) -> None:
+        """Start screen recording (runs in background)."""
+        try:
+            # Start recording in background
+            self.device.shell(f"screenrecord --time-limit {time_limit} {remote_path} &")
+        except Exception as e:
+            raise DeviceError(f"Failed to start screen recording: {e}")
+
+    def stop_screenrecord(self) -> None:
+        """Stop screen recording."""
+        try:
+            # Kill all screenrecord processes
+            self.device.shell("pkill -f screenrecord")
+        except Exception:
+            pass
+
+    def get_screenrecord(
+        self, local_path: Path, remote_path: str = "/sdcard/screenrecord.mp4"
+    ) -> None:
+        """Get the recorded video file."""
+        try:
+            # Stop recording if still running
+            self.stop_screenrecord()
+
+            # Wait a bit for file to be finalized
+            time.sleep(2)
+
+            # Pull video to local
+            self.pull(remote_path, local_path)
+
+            # Clean up remote video
+            self.rm(remote_path)
+        except Exception as e:
+            raise DeviceError(f"Failed to get screen recording: {e}")
+
+    def install_apk(self, apk_path: Path) -> None:
+        """Install an APK on the device."""
+        try:
+            self.device.install(str(apk_path))
+        except Exception as e:
+            raise DeviceError(f"Failed to install APK {apk_path}: {e}")
+
+    def uninstall_package(self, package_name: str) -> None:
+        """Uninstall a package from the device."""
+        try:
+            self.device.uninstall(package_name)
+        except Exception as e:
+            raise DeviceError(f"Failed to uninstall package {package_name}: {e}")
+
+    def list_packages(self) -> List[str]:
+        """List installed packages."""
+        try:
+            output = self.device.shell("pm list packages")
+            packages = []
+            for line in output.strip().split("\n"):
+                if line.startswith("package:"):
+                    packages.append(line.replace("package:", ""))
+            return packages
+        except Exception:
+            return []
+
+    def forward_port(self, local_port: int, remote_port: int) -> None:
+        """Forward a local port to a remote port on the device."""
+        try:
+            self.device.forward(f"tcp:{local_port}", f"tcp:{remote_port}")
+        except Exception as e:
+            raise DeviceError(f"Failed to forward port {local_port} to {remote_port}: {e}")
+
+    def reverse_port(self, remote_port: int, local_port: int) -> None:
+        """Reverse forward a remote port to a local port."""
+        try:
+            self.device.reverse(f"tcp:{remote_port}", f"tcp:{local_port}")
+        except Exception as e:
+            raise DeviceError(f"Failed to reverse port {remote_port} to {local_port}: {e}")
diff --git a/poetry.lock b/poetry.lock
deleted file mode 100644
index 2f14689..0000000
--- a/poetry.lock
+++ /dev/null
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diff --git a/pyproject.toml b/pyproject.toml
index 5a17ef1..adf3c48 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,35 +1,42 @@
-[tool.poetry]
+[build-system]
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+build-backend = "setuptools.build_meta"
+
+[project]
 name = "ovmobilebench"
 version = "0.1.0"
 description = "End-to-end benchmarking pipeline for OpenVINO on mobile devices"
-authors = ["Embedded Dev Research Team"]
 readme = "README.md"
-packages = [{ include = "ovmobilebench" }]
+requires-python = ">=3.11"
+authors = [
+    {name = "Embedded Dev Research Team"},
+]
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+    "click>=8.1.0",
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+    "paramiko>=3.4.0",
+    "pandas>=2.2.2",
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+    "adbutils>=2.0.0",
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-pyyaml = "^6.0.2"
-paramiko = "^3.4.0"
-pandas = "^2.2.2"
-rich = "^13.7.1"
+[project.optional-dependencies]
+dev = [
+    "pytest>=8.2.0",
+    "pytest-cov>=5.0.0",
+    "mypy>=1.10.0",
+    "ruff>=0.5.0",
+    "black>=24.4.2",
+    "types-PyYAML>=6.0.12",
+]
 
-[tool.poetry.group.dev.dependencies]
-pytest = "^8.2.0"
-pytest-cov = "^5.0.0"
-mypy = "^1.10.0"
-ruff = "^0.5.0"
-black = "^24.4.2"
-types-PyYAML = "^6.0.12"
-
-[tool.poetry.scripts]
+[project.scripts]
 ovmobilebench = "ovmobilebench.cli:app"
 
-[build-system]
-requires = ["poetry-core"]
-build-backend = "poetry.core.masonry.api"
+[tool.setuptools.packages.find]
+include = ["ovmobilebench*"]
 
 [tool.black]
 line-length = 100
diff --git a/requirements-dev.txt b/requirements-dev.txt
deleted file mode 100644
index 5ef481c..0000000
--- a/requirements-dev.txt
+++ /dev/null
@@ -1,7 +0,0 @@
-# Development dependencies
-pytest>=8.2.0
-pytest-cov>=5.0.0
-mypy>=1.10.0
-ruff>=0.5.0
-black>=24.4.2
-types-PyYAML>=6.0.12
\ No newline at end of file
diff --git a/requirements.txt b/requirements.txt
index d4ae56b..0b68af1 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -5,6 +5,7 @@ pyyaml>=6.0.2
 paramiko>=3.4.0
 pandas>=2.2.2
 rich>=13.7.1
+adbutils>=2.0.0
 
 # Development dependencies
 pytest>=8.2.0
diff --git a/tests/test_android_device.py b/tests/test_android_device.py
new file mode 100644
index 0000000..c2187a0
--- /dev/null
+++ b/tests/test_android_device.py
@@ -0,0 +1,316 @@
+"""Tests for AndroidDevice with adbutils."""
+
+import pytest
+from pathlib import Path
+from unittest.mock import Mock, patch
+from ovmobilebench.devices.android import AndroidDevice, list_android_devices
+from ovmobilebench.core.errors import DeviceError
+
+
+class TestAndroidDevice:
+    """Test AndroidDevice functionality."""
+
+    @patch("ovmobilebench.devices.android.adbutils.AdbClient")
+    def test_list_android_devices(self, mock_adb_client):
+        """Test listing available Android devices."""
+        # Setup mock
+        mock_device1 = Mock()
+        mock_device1.serial = "device1"
+        mock_device1.get_state.return_value = "device"
+
+        mock_device2 = Mock()
+        mock_device2.serial = "device2"
+        mock_device2.get_state.return_value = "offline"
+
+        mock_client = Mock()
+        mock_client.device_list.return_value = [mock_device1, mock_device2]
+        mock_adb_client.return_value = mock_client
+
+        # Test
+        devices = list_android_devices()
+
+        # Verify
+        assert len(devices) == 2
+        assert devices[0] == ("device1", "device")
+        assert devices[1] == ("device2", "offline")
+
+    @patch("ovmobilebench.devices.android.adbutils.AdbClient")
+    def test_device_connection(self, mock_adb_client):
+        """Test device connection initialization."""
+        # Setup mock
+        mock_device = Mock()
+        mock_client = Mock()
+        mock_client.device.return_value = mock_device
+        mock_adb_client.return_value = mock_client
+
+        # Test
+        device = AndroidDevice("test_serial")
+
+        # Verify
+        assert device.serial == "test_serial"
+        assert device.push_dir == "/data/local/tmp/ovmobilebench"
+        mock_client.device.assert_called_once_with("test_serial")
+
+    @patch("ovmobilebench.devices.android.adbutils.AdbClient")
+    def test_push_file(self, mock_adb_client):
+        """Test pushing a file to device."""
+        # Setup mock
+        mock_device = Mock()
+        mock_client = Mock()
+        mock_client.device.return_value = mock_device
+        mock_adb_client.return_value = mock_client
+
+        # Test
+        device = AndroidDevice("test_serial")
+        local_path = Path("/tmp/test.txt")
+        device.push(local_path, "/data/local/tmp/test.txt")
+
+        # Verify
+        mock_device.push.assert_called_once_with("/tmp/test.txt", "/data/local/tmp/test.txt")
+
+    @patch("ovmobilebench.devices.android.adbutils.AdbClient")
+    def test_pull_file(self, mock_adb_client):
+        """Test pulling a file from device."""
+        # Setup mock
+        mock_device = Mock()
+        mock_client = Mock()
+        mock_client.device.return_value = mock_device
+        mock_adb_client.return_value = mock_client
+
+        # Test
+        device = AndroidDevice("test_serial")
+        local_path = Path("/tmp/test.txt")
+        device.pull("/data/local/tmp/test.txt", local_path)
+
+        # Verify
+        mock_device.pull.assert_called_once_with("/data/local/tmp/test.txt", "/tmp/test.txt")
+
+    @patch("ovmobilebench.devices.android.adbutils.AdbClient")
+    def test_shell_command(self, mock_adb_client):
+        """Test executing shell command on device."""
+        # Setup mock
+        mock_device = Mock()
+        mock_device.shell.return_value = "Hello World\n__EXIT_CODE__0"
+        mock_client = Mock()
+        mock_client.device.return_value = mock_device
+        mock_adb_client.return_value = mock_client
+
+        # Test
+        device = AndroidDevice("test_serial")
+        exit_code, stdout, stderr = device.shell("echo 'Hello World'")
+
+        # Verify
+        assert exit_code == 0
+        assert stdout == "Hello World\n"
+        assert stderr == ""
+
+    @patch("ovmobilebench.devices.android.adbutils.AdbClient")
+    def test_exists_file(self, mock_adb_client):
+        """Test checking if file exists on device."""
+        # Setup mock
+        mock_device = Mock()
+        mock_device.shell.return_value = "1"
+        mock_client = Mock()
+        mock_client.device.return_value = mock_device
+        mock_adb_client.return_value = mock_client
+
+        # Test
+        device = AndroidDevice("test_serial")
+        exists = device.exists("/data/local/tmp/test.txt")
+
+        # Verify
+        assert exists is True
+        mock_device.shell.assert_called_once_with(
+            "test -e /data/local/tmp/test.txt && echo 1 || echo 0"
+        )
+
+    @patch("ovmobilebench.devices.android.adbutils.AdbClient")
+    def test_mkdir(self, mock_adb_client):
+        """Test creating directory on device."""
+        # Setup mock
+        mock_device = Mock()
+        mock_client = Mock()
+        mock_client.device.return_value = mock_device
+        mock_adb_client.return_value = mock_client
+
+        # Test
+        device = AndroidDevice("test_serial")
+        device.mkdir("/data/local/tmp/test_dir")
+
+        # Verify
+        mock_device.shell.assert_called_once_with("mkdir -p /data/local/tmp/test_dir")
+
+    @patch("ovmobilebench.devices.android.adbutils.AdbClient")
+    def test_rm_file(self, mock_adb_client):
+        """Test removing file from device."""
+        # Setup mock
+        mock_device = Mock()
+        mock_client = Mock()
+        mock_client.device.return_value = mock_device
+        mock_adb_client.return_value = mock_client
+
+        # Test
+        device = AndroidDevice("test_serial")
+        device.rm("/data/local/tmp/test.txt")
+
+        # Verify
+        mock_device.shell.assert_called_once_with("rm -f /data/local/tmp/test.txt")
+
+    @patch("ovmobilebench.devices.android.adbutils.AdbClient")
+    def test_rm_directory_recursive(self, mock_adb_client):
+        """Test removing directory recursively from device."""
+        # Setup mock
+        mock_device = Mock()
+        mock_client = Mock()
+        mock_client.device.return_value = mock_device
+        mock_adb_client.return_value = mock_client
+
+        # Test
+        device = AndroidDevice("test_serial")
+        device.rm("/data/local/tmp/test_dir", recursive=True)
+
+        # Verify
+        mock_device.shell.assert_called_once_with("rm -rf /data/local/tmp/test_dir")
+
+    @patch("ovmobilebench.devices.android.adbutils.AdbClient")
+    def test_device_info(self, mock_adb_client):
+        """Test getting device information."""
+        # Setup mock
+        mock_device = Mock()
+        mock_device.shell.side_effect = [
+            "11",  # Android version
+            "Pixel 5",  # Model
+            "Hardware : Qualcomm Snapdragon 765G",  # CPU
+            "MemTotal: 8388608 kB",  # Memory
+            "arm64-v8a",  # ABI
+        ]
+        mock_device.get_properties.return_value = {
+            "ro.build.version.sdk": "30",
+            "ro.product.manufacturer": "Google",
+        }
+        mock_client = Mock()
+        mock_client.device.return_value = mock_device
+        mock_adb_client.return_value = mock_client
+
+        # Test
+        device = AndroidDevice("test_serial")
+        info = device.info()
+
+        # Verify
+        assert info["serial"] == "test_serial"
+        assert info["os"] == "Android"
+        assert info["android_version"] == "11"
+        assert info["model"] == "Pixel 5"
+        assert info["cpu"] == "Qualcomm Snapdragon 765G"
+        assert info["memory_gb"] == 8.0
+        assert info["abi"] == "arm64-v8a"
+        assert info["sdk_version"] == "30"
+        assert info["manufacturer"] == "Google"
+
+    @patch("ovmobilebench.devices.android.adbutils.AdbClient")
+    def test_is_available(self, mock_adb_client):
+        """Test checking device availability."""
+        # Setup mock
+        mock_device = Mock()
+        mock_device.get_state.return_value = "device"
+        mock_client = Mock()
+        mock_client.device.return_value = mock_device
+        mock_adb_client.return_value = mock_client
+
+        # Test
+        device = AndroidDevice("test_serial")
+        available = device.is_available()
+
+        # Verify
+        assert available is True
+
+    @patch("ovmobilebench.devices.android.adbutils.AdbClient")
+    def test_get_temperature(self, mock_adb_client):
+        """Test getting device temperature."""
+        # Setup mock
+        mock_device = Mock()
+        mock_device.shell.return_value = "35000"  # 35 degrees Celsius in millidegrees
+        mock_client = Mock()
+        mock_client.device.return_value = mock_device
+        mock_adb_client.return_value = mock_client
+
+        # Test
+        device = AndroidDevice("test_serial")
+        temp = device.get_temperature()
+
+        # Verify
+        assert temp == 35.0
+
+    @patch("ovmobilebench.devices.android.adbutils.AdbClient")
+    def test_take_screenshot(self, mock_adb_client):
+        """Test taking a screenshot."""
+        # Setup mock
+        mock_device = Mock()
+        mock_client = Mock()
+        mock_client.device.return_value = mock_device
+        mock_adb_client.return_value = mock_client
+
+        # Test
+        device = AndroidDevice("test_serial")
+        local_path = Path("/tmp/screenshot.png")
+
+        with patch.object(device, "pull") as mock_pull, patch.object(device, "rm") as mock_rm:
+            device.take_screenshot(local_path)
+
+            # Verify
+            mock_device.shell.assert_called_once_with("screencap -p /sdcard/screenshot.png")
+            mock_pull.assert_called_once_with("/sdcard/screenshot.png", local_path)
+            mock_rm.assert_called_once_with("/sdcard/screenshot.png")
+
+    @patch("ovmobilebench.devices.android.adbutils.AdbClient")
+    def test_install_apk(self, mock_adb_client):
+        """Test installing an APK."""
+        # Setup mock
+        mock_device = Mock()
+        mock_client = Mock()
+        mock_client.device.return_value = mock_device
+        mock_adb_client.return_value = mock_client
+
+        # Test
+        device = AndroidDevice("test_serial")
+        apk_path = Path("/tmp/app.apk")
+        device.install_apk(apk_path)
+
+        # Verify
+        mock_device.install.assert_called_once_with("/tmp/app.apk")
+
+    @patch("ovmobilebench.devices.android.adbutils.AdbClient")
+    def test_forward_port(self, mock_adb_client):
+        """Test port forwarding."""
+        # Setup mock
+        mock_device = Mock()
+        mock_client = Mock()
+        mock_client.device.return_value = mock_device
+        mock_adb_client.return_value = mock_client
+
+        # Test
+        device = AndroidDevice("test_serial")
+        device.forward_port(8080, 8080)
+
+        # Verify
+        mock_device.forward.assert_called_once_with("tcp:8080", "tcp:8080")
+
+    @patch("ovmobilebench.devices.android.adbutils.AdbClient")
+    def test_error_handling(self, mock_adb_client):
+        """Test error handling for device operations."""
+        # Setup mock
+        from adbutils import AdbError
+
+        mock_device = Mock()
+        mock_device.push.side_effect = AdbError("Push failed")
+        mock_client = Mock()
+        mock_client.device.return_value = mock_device
+        mock_adb_client.return_value = mock_client
+
+        # Test
+        device = AndroidDevice("test_serial")
+
+        with pytest.raises(DeviceError) as exc_info:
+            device.push(Path("/tmp/test.txt"), "/data/local/tmp/test.txt")
+
+        assert "Failed to push" in str(exc_info.value)
diff --git a/tests/test_devices.py b/tests/test_devices.py
index 3a9b9ce..d076f9c 100644
--- a/tests/test_devices.py
+++ b/tests/test_devices.py
@@ -1,23 +1,28 @@
-"""Tests for device abstractions."""
+"""Tests for device listing functionality."""
 
-import pytest
-from unittest.mock import patch, MagicMock
-from pathlib import Path
+from unittest.mock import patch, Mock
 
-from ovmobilebench.devices.android import AndroidDevice, list_android_devices
+from ovmobilebench.devices.android import list_android_devices
 
 
 class TestListAndroidDevices:
     """Test listing Android devices."""
 
-    @patch("subprocess.run")
-    def test_list_devices_success(self, mock_run):
+    @patch("ovmobilebench.devices.android.adbutils.AdbClient")
+    def test_list_devices_success(self, mock_adb_client):
         """Test successful device listing."""
-        mock_run.return_value = MagicMock(
-            returncode=0,
-            stdout="List of devices attached\n12345678\tdevice\nabcd1234\toffline\n",
-            stderr="",
-        )
+        # Setup mock devices
+        mock_device1 = Mock()
+        mock_device1.serial = "12345678"
+        mock_device1.get_state.return_value = "device"
+
+        mock_device2 = Mock()
+        mock_device2.serial = "abcd1234"
+        mock_device2.get_state.return_value = "offline"
+
+        mock_client = Mock()
+        mock_client.device_list.return_value = [mock_device1, mock_device2]
+        mock_adb_client.return_value = mock_client
 
         devices = list_android_devices()
 
@@ -25,154 +30,20 @@ def test_list_devices_success(self, mock_run):
         assert devices[0] == ("12345678", "device")
         assert devices[1] == ("abcd1234", "offline")
 
-    @patch("subprocess.run")
-    def test_list_devices_empty(self, mock_run):
+    @patch("ovmobilebench.devices.android.adbutils.AdbClient")
+    def test_list_devices_empty(self, mock_adb_client):
         """Test listing when no devices connected."""
-        mock_run.return_value = MagicMock(
-            returncode=0, stdout="List of devices attached\n", stderr=""
-        )
+        mock_client = Mock()
+        mock_client.device_list.return_value = []
+        mock_adb_client.return_value = mock_client
 
         devices = list_android_devices()
         assert devices == []
 
-    @patch("subprocess.run")
-    def test_list_devices_error(self, mock_run):
+    @patch("ovmobilebench.devices.android.adbutils.AdbClient")
+    def test_list_devices_error(self, mock_adb_client):
         """Test handling ADB error."""
-        mock_run.side_effect = FileNotFoundError("adb not found")
+        mock_adb_client.side_effect = Exception("ADB connection failed")
 
         devices = list_android_devices()
         assert devices == []
-
-
-class TestAndroidDevice:
-    """Test AndroidDevice class."""
-
-    @pytest.fixture
-    def device(self):
-        """Create AndroidDevice instance."""
-        return AndroidDevice("test_serial", "/data/local/tmp/test")
-
-    @patch("subprocess.run")
-    def test_push_success(self, mock_run, device):
-        """Test successful file push."""
-        mock_run.return_value = MagicMock(returncode=0, stdout="", stderr="")
-
-        device.push(Path("/local/file.txt"), "/remote/file.txt")
-
-        mock_run.assert_called_once()
-        args = mock_run.call_args[0][0]
-        assert "adb" in args
-        assert "-s" in args
-        assert "test_serial" in args
-        assert "push" in args
-
-    @patch("subprocess.run")
-    def test_push_failure(self, mock_run, device):
-        """Test failed file push."""
-        mock_run.return_value = MagicMock(
-            returncode=1, stdout="", stderr="adb: error: failed to copy"
-        )
-
-        with pytest.raises(RuntimeError) as exc_info:
-            device.push(Path("/local/file.txt"), "/remote/file.txt")
-
-        assert "Failed to push" in str(exc_info.value)
-
-    @patch("subprocess.run")
-    def test_shell_command(self, mock_run, device):
-        """Test executing shell command."""
-        mock_run.return_value = MagicMock(returncode=0, stdout="Hello World", stderr="")
-
-        rc, stdout, stderr = device.shell("echo Hello World")
-
-        assert rc == 0
-        assert stdout == "Hello World"
-        assert stderr == ""
-
-    @patch("subprocess.run")
-    def test_exists_true(self, mock_run, device):
-        """Test checking if file exists (exists)."""
-        mock_run.return_value = MagicMock(returncode=0, stdout="1", stderr="")
-
-        exists = device.exists("/data/local/tmp/file.txt")
-        assert exists is True
-
-    @patch("subprocess.run")
-    def test_exists_false(self, mock_run, device):
-        """Test checking if file exists (doesn't exist)."""
-        mock_run.return_value = MagicMock(returncode=0, stdout="0", stderr="")
-
-        exists = device.exists("/data/local/tmp/file.txt")
-        assert exists is False
-
-    @patch("subprocess.run")
-    def test_mkdir(self, mock_run, device):
-        """Test creating directory."""
-        mock_run.return_value = MagicMock(returncode=0, stdout="", stderr="")
-
-        device.mkdir("/data/local/tmp/newdir")
-
-        mock_run.assert_called_once()
-        args = mock_run.call_args[0][0]
-        assert "shell" in args
-        assert "mkdir -p" in " ".join(args)
-
-    @patch("subprocess.run")
-    def test_get_info(self, mock_run, device):
-        """Test getting device information."""
-        # Mock multiple shell commands
-        responses = [
-            MagicMock(returncode=0, stdout="12", stderr=""),  # Android version
-            MagicMock(returncode=0, stdout="Pixel 5", stderr=""),  # Model
-            MagicMock(returncode=0, stdout="Hardware : Qualcomm", stderr=""),  # CPU
-            MagicMock(returncode=0, stdout="MemTotal:      8000000 kB", stderr=""),  # Memory
-            MagicMock(returncode=0, stdout="arm64-v8a", stderr=""),  # ABI
-        ]
-        mock_run.side_effect = responses
-
-        info = device.info()
-
-        assert info["serial"] == "test_serial"
-        assert info["os"] == "Android"
-        assert info["android_version"] == "12"
-        assert info["model"] == "Pixel 5"
-        assert "Qualcomm" in info["cpu"]
-        assert info["memory_gb"] == pytest.approx(7.63, rel=0.1)
-        assert info["abi"] == "arm64-v8a"
-
-    @patch("ovmobilebench.devices.android.list_android_devices")
-    def test_is_available_true(self, mock_list, device):
-        """Test device availability check (available)."""
-        mock_list.return_value = [("test_serial", "device"), ("other", "device")]
-
-        available = device.is_available()
-        assert available is True
-
-    @patch("ovmobilebench.devices.android.list_android_devices")
-    def test_is_available_false(self, mock_list, device):
-        """Test device availability check (not available)."""
-        mock_list.return_value = [("other", "device")]
-
-        available = device.is_available()
-        assert available is False
-
-    @patch("subprocess.run")
-    def test_get_temperature(self, mock_run, device):
-        """Test getting device temperature."""
-        mock_run.return_value = MagicMock(
-            returncode=0, stdout="45000", stderr=""  # 45 degrees in millidegrees
-        )
-
-        temp = device.get_temperature()
-        assert temp == pytest.approx(45.0)
-
-    @patch("subprocess.run")
-    def test_screen_off(self, mock_run, device):
-        """Test turning screen off."""
-        mock_run.return_value = MagicMock(returncode=0, stdout="", stderr="")
-
-        device.screen_off()
-
-        mock_run.assert_called_once()
-        args = mock_run.call_args[0][0]
-        assert "input keyevent 26" in " ".join(args)