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aminul01-g/README.md
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LinkedIn Portfolio Hugging Face Email

I'm a Computer Science & Engineering student from Bangladesh πŸ‡§πŸ‡© focused on applied AI/ML. I build LLM-powered applications, RAG systems, and computer-vision pipelines β€” and I document everything I learn in public. My goal is to become a research-capable AI engineer who can also ship and scale models in production.

πŸ”­ Currently

  • πŸ€– Building agentic LLM apps with LangGraph, Groq, and vector databases
  • πŸ‘οΈ Working on object detection & tracking with YOLOv8 and ByteTrack
  • πŸ“š Deepening my fundamentals in transformers, fine-tuning, and MLOps
  • 🌱 Logging the whole journey β€” Python basics to agentic AI β€” in my-learning-hub

πŸš€ Featured Projects

Project What it does Built with
groq-langgraph-rag RAG chatbot with a router that dynamically switches between Pinecone document retrieval and Tavily web search, orchestrated with LangGraph on Groq for low-latency responses LangGraph Groq Pinecone Tavily
krishi-bondhu πŸ† AI assistant for farmers β€” crop disease, pest control, and farming advice in a dual-mode RAG + web-search workflow. Built at the BUBT Tech Fusion Fest 2025 hackathon LangGraph Groq RAG
IntelliReview AI code-review platform that combines static analysis with LLMs for context-aware feedback across multi-file uploads and full repo structures TypeScript LLMs Static Analysis
people-flow-tracker-yolov8 Real-time people counting and motion tracking with entry/exit counts, line-crossing detection, and heatmaps YOLOv8 ByteTrack OpenCV
qa-transformers-finetune BERT fine-tuned on SQuAD v1.1 for extractive question answering, end to end with Hugging Face Transformers Transformers PyTorch SQuAD
my-learning-hub My public AI/ML learning journey: notes and implementations from NumPy and classical ML through CNNs, LSTMs, and agents Python PyTorch Jupyter

🧠 Tech Stack

Languages Python C++ TypeScript Bash
ML / DL PyTorch TensorFlow scikit-learn OpenCV Hugging Face
LLMs & Agents LangChain LangGraph Groq Pinecone RAG
Tools Linux Git Docker Jupyter Streamlit Colab

πŸ“Š GitHub Stats

GitHub stats Top languages GitHub Streak Contribution activity graph

πŸŽ“ Learning in Public

My coursework and models are public too β€” Coursera Β· Hugging Face. Currently working through advanced NLP and deep learning specializations.

🀝 Open To

AI/ML internships Β· open-source collaboration Β· research opportunities

The fastest way to reach me is LinkedIn or email. If one of my projects helps you, a ⭐ goes a long way.

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  1. people-flow-tracker-yolov8 people-flow-tracker-yolov8 Public

    An AI-powered people flow tracking system using YOLOv8 and ByteTrack to count entries/exits and visualize motion intensity via real-time heatmaps. Includes full Python/Colab pipeline, annotated vid…

    Jupyter Notebook

  2. groq-langgraph-rag groq-langgraph-rag Public

    A high-performance RAG chatbot built with LangGraph, Groq, and Pinecone. Features an intelligent router that proactively switches between document retrieval and Tavily web search, providing compreh…

    Python

  3. aminul01-g aminul01-g Public

    πŸ§‘β€πŸ’» Personal GitHub profile README showcasing who I am, my skills, projects, and contributions. Built to give visitors a quick overview of my background, achievements, and what I'm working on.