Om Thakur

I am an AI & Machine Learning Engineer specialized in building production-grade Generative AI systems and autonomous agents. My focus is on architecting scalable, stateful AI solutions that go beyond simple chat interfaces to solve complex business problems.What I Offer:Agentic RAG Pipelines: Building advanced Retrieval-Augmented Generation systems with self-reflection and context verification loops using LangGraph to eliminate hallucinations.Autonomous AI Agents: Engineering stateful, decision-making agents capable of multi-hop reasoning and tool-use for complex research and automation tasks.End-to-End Deployment: Architecting decoupled microservices using FastAPI and Docker for seamless, containerized deployment.Advanced Document Processing: Implementing layout-aware parsing with Docling to accurately extract tables and formulas from complex PDFs.Technical Stack:LLM Frameworks: LangChain (LCEL), LangGraph, Llama-3, Groq API.Vector Databases: ChromaDB, Pinecone, and Hugging Face embeddings.Backend & DevOps: Python, FastAPI, Docker, SQL, and Git.I am passionate about leveraging core ML fundamentals and deep learning to deliver high-density knowledge bases and robust AI workflows. Whether you need a custom RAG system or a complex AI research agent, I provide the end-to-end expertise to take your project from concept to production.