IncidentRAG
on-call triage
IncidentRAG
Offline RAG agent: Oracle 26ai HNSW search plus a ReAct tool loop on Llama 3.1 8B. Sub-second retrieval, no cloud API cost.
Python / LangChain / Llama 3.1 / FastAPI / Docker
Robotics and AI engineer at VTU. I build systems that sense the room, make a decision, and move with intent. Graph optimization, deep RL, and offline RAG, shipped with real constraints.
Projects
RebalanceRL
deep RL
RebalanceRL
PPO agent in a custom bike-sharing sim with 300+ stations. Trip success 80.60% against a 5.56% non-learning baseline.
Python / PPO / Stable-Baselines3 / Flask / React
Experience
2026
GRAG AI Factory (startup)
AI Research Analyst Intern
Clinical ML pipeline on de-identified screening records. Gradient-boosted and deep classifiers, FastAPI/Docker inference.
2026
Rooman Technology
Machine Learning Intern
End-to-end ML pipelines and REST APIs on AWS. Regression, classification, clustering for technical and business teams.
B.E. Robotics and Artificial Intelligence. Maratha Mandal Engineering College, VTU. CGPA 8.2 / 10 · 2022-2026.