I’m a machine learning engineer and AI specialist with hands-on experience building LLM-based chatbots, LangGraph pipelines, and retrieval-augmented generation (RAG) systems tailored for production environments. My work spans integrating AI models with LangChain, designing custom agents and tools, and orchestrating workflows using LangGraph with memory persistence, tool calling, and conditional routing.
I’ve developed advanced AI assistants capable of generating PostgreSQL and KDB+ queries, performing structured output reasoning, and integrating external tools like date parsing, document context retrieval, and embedding-based schema linking using vector DBs.
Previously, I delivered critical AI projects leveraging NLP, OCR, and deep learning to process and structure large volumes of health-related Arabic data. I’m also proficient in prompt engineering, building scalable FastAPI-based APIs, and optimizing performance across multimodal LLMs.More...