Headline

AI Engineer | AI Agents, RAG, NL2SQL, LLM Evaluation | Python, LangChain, FastAPI, AWS

About

I build AI systems: RAG, agents and text-to-SQL, taken from prototype to production. For two years at FutureSmart AI I worked on AI products and client projects, from planning and AI development to testing and deployment support. What I build: > RAG systems for enterprise clients on Pinecone, Qdrant and Chroma > AI agents with a health dashboard that shows every tool call and failure > NL2SQL with schema-aware prompting and validated queries > GenAI APIs on Python and FastAPI, with an evaluation harness for every run I measure before I choose, and I publish the results as open research with every raw attempt included. Tools: Python, FastAPI, LangChain, LangGraph, RAG, MCP, NL2SQL, Pinecone, Chroma, AWS, Docker, PyTorch, QLoRA. mohanvishe.vercel.app · github.com/MohanVishe

Location

Thane

AI stack

claude code

claude

codex

hugging face

langchain

langfuse

Work experience

AI Technical Product Manager at FutureSmart AI, Apr 2024 - Sep 2026 · 2 yrs 6 mos, Mumbai, Worked on AI products and client projects, covering product planning, feature definition, AI development, testing, and deployment support.

Education

Bachelor of Engineering - BE, Rizvi College of Engineering

Public links

github: https://github.com/MohanVishe

mohanvishe.vercel.app: https://mohanvishe.vercel.app/