Sambhav Yatendra Bhardwaj
@sambhavyatendrabhard
Generative AI engineer building Python RAG and agentic systems, including a LangGraph SQL agent for a 15.6M-row database.
IndiaWhat I'm looking for
I built a conversational hybrid RAG engine that combines dense retrieval with BM25, then uses cross-encoder reranking to cut downstream prompt tokens by 47.8%. I served it through FastAPI and benchmarked average end-to-end latency at 7.7 seconds.
At AeroBay (Aviotron AerospacePvt.Ltd.), I built Python pipelines for real-time sensor streams and trained models for LPG leak detection, AQI monitoring, and smart parking. I also built a LangGraph SQL agent over a 15.6M-row database, with guarded query execution and a Streamlit demo.
Experience
Work history, roles, and key accomplishments
Systems & Python Engineer
AeroBay (Aviotron Aerospace Pvt. Ltd.)
Jan 2026 - Jul 2026 (6 months)
Built Python data pipelines for real-time sensor streams and designed Pydantic models for data validation. Trained ML models for LPG leak detection, AQI monitoring, and smart parking, and developed backend services and dashboards.
Education
Degrees, certifications, and relevant coursework
Ajay Kumar Garg Engineering College
B.Tech, Electronics & Communication Engineering
2022 -
Grade: 8.37/10
Pursuing a B.Tech in Electronics & Communication Engineering with a GPA of 8.37/10.
Availability
Location
IndiaAuthorized to work in
Salary expectations
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