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whoami
AI engineer with 2+ years of experience building software. Currently building practical tools for enterprises for AI automation pipelines, AI assisted workflows, and AI Systems.
Experienced with Azure AI Foundry, Azure OpenAI, and Azure DevOps APIs; focused on retrieval, embeddings, and cost-effective deployments.
Based in Pune, India. Actively curious. Delight to talk to. Loves stories.
RAG & Retrieval
Agentic Systems
LLM Integration
Cloud & Backend
Cost & Evaluation
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Recent.log
// latest writing
03.01.2025
Building Narayan: A RAG System for Document Search
Why I built a retrieval system that cites its sources, and what two-column PDFs taught me about chunking.
// latest build
2026
DevOps Pilot
AI AssistantAn AI assistant embedded inside Azure DevOps that streams RAG-grounded answers across work items, pull requests, and wiki pages — replacing a 5-tab manual search with a single answer.
FastAPI
Azure OpenAI
Azure DevOps API
ChromaDB
SSE