At Leapfrog Technology, I build production Generative AI systems including multi-agent research workflows, RAG chatbots, voice agents, and LLM-powered document extraction. I’ve shipped LangGraph and Amazon Bedrock applications on AWS ECS, integrating services such as SNS, RDS, DocumentDB, Textract, and Azure Document Intelligence.
I also lead LLM evaluation and system design, improve observability through LangSmith and Langfuse, and translate AI concepts through workshops, mentoring, and training for 100+ developers. Earlier, I built backend systems with Node.js, Express.js, Docker, and PostgreSQL, and worked on large-scale geographical data preprocessing at CloudFactory.
