🧠 Agentic AI | GenAI Engineer | Python Backend Developer

I build intelligent, production-ready AI systems using Agentic RAG, LLM orchestration, and scalable APIs.
My focus is on grounded AI, local-first GenAI, and real-world ML systems — not just notebooks.

• 🤖 Agentic RAG systems (Planner · Retriever · Reflection loops)
• 🧩 LLM orchestration with LangGraph & LangChain
• ⚙️ Python + FastAPI for AI APIs & microservices
• 📚 Local GenAI stacks (Ollama, LLaMA, DeepSeek, FAISS)
• 🔍 Hybrid Retrieval · MMR · Cache-RAG · Self-Correcting AI

• 🧠 Advanced Agent architectures (Self-RAG, CRAG)
• 🕸️ Tool-using LLMs & multi-agent coordination
• 📊 AI system evaluation & grounding metrics
• ☁️ Deployment patterns for GenAI APIs

Languages & Frameworks

• 🐍 Python | FastAPI | Pydantic
• 🤖 LangChain | LangGraph
• 🧠 Ollama (LLaMA, DeepSeek)

ML & Data Science

• 📈 NumPy | Pandas | Matplotlib | Seaborn
• 🧠 scikit-learn | OpenCV

• 🤝 Agentic AI / RAG systems
• 🧠 GenAI backend services
• 📡 AI-powered APIs
• 🧪 Research-oriented ML projects

• Agentic RAG architectures
• Local LLMs (no-cost GenAI)
• FastAPI for AI systems
• Retrieval pipelines & grounding
• Python ML best practices

📧 amal496@gmail.com

He / Him

I debug complex AI systems without music — just pure focus 🧘‍♂️