I’m an AI Engineer building production-ready Retrieval-Augmented Generation (RAG), LLM agent workflows, and Document AI solutions for regulated and high-stakes domains like legal and tax. I’ve worked across the full lifecycle—from designing hybrid retrieval and reranking pipelines to shipping fine-tuned models and measurable automation that reduces manual review work significantly. In recent roles, I’ve led and delivered enterprise systems for clients, including locally deployed RAG services and agentic document-processing pipelines with robust orchestration and evaluation. I enjoy turning complex AI requirements into reliable software—using modern stacks like FastAPI, Docker/Kubernetes, and Qdrant, with strong observability and testing practices to ensure quality in production.…I’m an AI Engineer building production-ready Retrieval-Augmented Generation (RAG), LLM agent workflows, and Document AI solutions for regulated and high-stakes domains like legal and tax. I’ve worked across the full lifecycle—from designing hybrid retrieval and reranking pipelines to shipping fine-tuned models and measurable automation that reduces manual review work significantly. In recent roles, I’ve led and delivered enterprise systems for clients, including locally deployed RAG services and agentic document-processing pipelines with robust orchestration and evaluation. I enjoy turning complex AI requirements into reliable software—using modern stacks like FastAPI, Docker/Kubernetes, and Qdrant, with strong observability and testing practices to ensure quality in production.WWWW…