Open to opportunities

Surendra Rathod

@surendrarathod

Message

I build RAG systems, autonomous AI agents, and deployable machine learning applications.

India

Message

What I'm looking for

I'm looking to build scalable AI solutions across model development and deployment, especially RAG, Generative AI, NLP, autonomous agents, and backend APIs.

I've built five-plus end-to-end AI/ML projects spanning Generative AI, NLP, deep learning, autonomous agents, and backend deployment.

My Hybrid Graph RAG system combines FAISS vector search with a Neo4j knowledge graph and Gemini API or Ollama to produce grounded, citation-aware answers for multi-hop queries. I also built an Autonomous AI Agent with FastAPI that turns natural-language requests into execution plans and professional Word documents.

I work across PyTorch, FastAPI, SQL, FAISS, and Neo4j, and have solved 200+ data structures and algorithms problems.

Experience

Work history, roles, and key accomplishments

AI/ML Engineer

Self Employed

Developed AI/ML projects including Hybrid Graph RAG, Autonomous AI Agent, Semantic RAG, FastAPI NLP API, and CNN classifier. Built scalable solutions from model development to deployment.