ILYAS bagwan

Software Developer with 5+ years of software development and hands-on experience building focused on building and running production-grade Generative AI, LLM, RAG, and Agentic AI applications using Python, Php, FastAPI, LangChain, and LangGraph.

Experienced across the full LLMOps lifecycle — document ingestion, chunking, embeddings, semantic search, prompt engineering, and tool calling — as well as production observability including cost, latency, and token-usage tracking, error monitoring, rate limiting, and guardrails. Strong full-stack foundation in Laravel, REST APIs, MySQL/PostgreSQL, CI/CD automation, and containerized deployments on Docker , Kubernetes, AWS. Quick learner with strong problem-solving ability.