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ahmedhosnypro/README.md

Ahmed Hosny

AI & Agent Engineer — LLMs, RAG & Full-Stack Systems
Building production LLM & multi-agent systems — agent orchestration, tool integration, RAG pipelines, and MCP servers — on a senior full-stack foundation.

LinkedIn Twitter Email Agent Context

# Connect to interactive profile in your terminal:
curl -sL https://raw.githubusercontent.com/ahmedhosnypro/ahmedhosnypro/main/cli.sh | bash

What I'm Focused On

  • 🤖 AI Agents & Agentic Systems: Engineering production multi-agent systems — orchestration, tool integration, RAG pipelines, Model Context Protocol (MCP) servers, guardrails, and agent evaluation harnesses — across Anthropic/OpenAI-compatible LLM APIs and agentic environments like Cursor, Antigravity, Claude Code, and OpenCode.
  • 🌐 Modern Full-Stack Applications: Developing scalable web platforms with Next.js 16 (App Router), TypeScript, GraphQL, Drizzle ORM, and Prisma.
  • ⚙️ Backend & Distributed Systems: Designing high-throughput, mission-critical services with ASP.NET Core (.NET 10), Spring Boot (Java / Kotlin), Rust, PostgreSQL, Microsoft SQL Server, and Redis — guided by clean architecture, CQRS, and system-design-first thinking.
  • 📱 Mobile & Cross-Platform Systems: Building reactive applications for Android and Desktop using Kotlin, Kotlin Multiplatform (Compose), and Jetpack Compose.

Featured Projects

Project Description Primary Stack Access
docs-mcp-server Open-source contribution to the MCP server giving AI coding agents grounded, version-aware documentation retrieval — hybrid SQLite FTS + vector embeddings fused via Reciprocal Rank Fusion. Author of store-hardening patches and retrieval-benchmarking proposals (MRR / nDCG). TypeScript MCP SQLite FTS Embeddings Docker GitHub (Public)
Prompt House Fast, keyboard-friendly prompt engineering workspace with 3-pane layout, live variable interpolation ({{var}}), streaming token consumption, and token-diff workflows for tracking prompt degradation. Next.js 16 Tailwind CSS 4 Prisma 8 PostgreSQL Zustand Live App (Private)
Ares Car Rental
(Graduation Project)
Full-stack vehicle rental & fleet management platform unifying booking workflows, inspections, driver assignments, and Paymob payments. .NET 10 Next.js 16 SQL Server EF Core Docker GitHub (Public)
Siraj LMS (سراج) Enterprise Modular LMS featuring multi-tenant scheduling engines, role-based access control (RBAC), and automated WhatsApp communication. Next.js 16 PostgreSQL Drizzle ORM GraphQL MUI Live Dashboard (Private)
Modern Weather Real-time weather analytics application featuring dynamic atmospheric metric charts, Mapbox location search, and offline client persistence. Next.js 15 React 19 Material UI Recharts Mapbox Live App (Private)
Thekr (ذكر) Cross-platform Islamic remembrance & adhkar application engineered for Android and Desktop with modern reactive UI. Kotlin Compose Multiplatform Jetpack Compose GitHub (Public)
GitHub PR Generator AI-driven Chrome extension that inspects git diffs to generate conventional PR titles and structured markdown descriptions. TypeScript Chrome Extension API Bun Playwright GitHub (Public)
Anti-Fraud System Real-time transaction fraud detection service with automated risk scoring, card/IP blacklists, and role-based security enforcement. Java Spring Boot 3 Spring Security REST GitHub (Public)
Web Quiz Engine Scalable quiz and assessment REST API featuring token-based authentication, user completion tracking, and pagination. Kotlin Spring Boot Spring Data JPA H2/PostgreSQL GitHub (Public)

Open Source & Community Contributions


🤖 Agent-Ready Developer Context & AI Tooling

Pair-programming or collaborating using autonomous AI coding agents?
This repository exposes a structured developer memory schema and daily multi-agent workflow:

{
  "developer": "Ahmed Hosny",
  "role": "AI & Agent Engineer — LLMs, RAG & Full-Stack Systems",
  "context": "https://raw.githubusercontent.com/ahmedhosnypro/ahmedhosnypro/main/AGENT_MEMORY.md",
  "protocols": ["Model Context Protocol (MCP)", "Multi-Agent Orchestration", "Strict Type Safety", "Modular Architecture"]
}

Direct instruction for AI Agents:
"Always load developer memory from AGENT_MEMORY.md before planning architecture changes or writing code."

Agentic Engineering Toolkit

  • Agent Systems: Multi-Agent Orchestration • Tool Integration / Function Calling • RAG Pipelines (hybrid retrieval, reranking) • Guardrails & Human-in-the-Loop • Agent Evals (MRR / nDCG, VLM-judged) • Structured Outputs
  • AI Coding CLIs & Orchestrators: Claude Code • Copilot CLI • Kimi Code CLI • OpenCode • Kilo Code
  • Agentic & Core IDEs: Cursor • Google Antigravity • IntelliJ IDEA • VS Code
  • Protocols & Hardware: Model Context Protocol (MCP) • Intel OpenVINO NPU Acceleration • Deterministic Skills & Memory

Technical Toolkit

AI & Agent Engineering
LLM APIs (Anthropic / OpenAI-compatible) • Multi-Agent Orchestration • RAG & Vector Search • MCP (servers built & consumed) • Prompt & Context Engineering • Agent Evals & Guardrails

Backend & Architecture
ASP.NET Core (.NET 10) • Spring Boot (Java / Kotlin) • Rust • Node.js • Bun • Next.js API • GraphQL (Pothos/Apollo) • REST (OpenAPI) • Redis • System Design • Clean Architecture / CQRS

Mobile & Cross-Platform
Android (Kotlin) • Kotlin Multiplatform • Jetpack Compose • Kotlin Coroutines

Databases & Data Modeling
PostgreSQL • Microsoft SQL Server • Drizzle ORM • Prisma (v7/v8) • Entity Framework Core • Spring Data JPA

Frontend & Interface Architecture
TypeScript • React 19 • Material UI (MUI) • Tailwind CSS 4 • shadcn/ui • Zustand • next-intl

DevOps, Systems & AI Tooling
Linux (Arch/Ubuntu/Hyprland) • Docker • Dev Containers • Intel OpenVINO • Playwright • SonarQube • Biome


🎛️ Engineering Workstation & Environment

Layer Specification / Stack
OS & Compositor Arch Linux (Rolling) • Wayland • Hyprland Compositor • Custom kernel remapping
Hardware Acceleration Intel Core Ultra with OpenVINO NPU / iGPU Engine for local model inference
Agentic CLIs & Engines Claude Code • Copilot CLI • Kimi Code CLI • OpenCode • Kilo Code
Primary IDEs & Editors Cursor • Google Antigravity • IntelliJ IDEA • VS Code
Runtimes & SDKs Bun • .NET 10 SDK • Node.js 22 LTS • JDK 21 • Rust toolchain
Quality & Health Gates Biome • SonarQube • Playwright • xUnit • Strict Type Check (Zero Any)

📈 GitHub Stats & Contribution Graph

GitHub Stats Top Languages

Contribution Snake

Pinned Loading

  1. github-pr-generator github-pr-generator Public

    A Chrome extension that generates pull request titles and descriptions using any OpenAI-compatible API.

    TypeScript