TelecomOps RAG
Production RAG system for Telecom Network Operations. Mistral 7B + ChromaDB + 31K semantic chunks from incident reports, runbooks and GSMA Open-Telco benchmark. Streaming FastAPI on HF Spaces.
// AI/ML Researcher · Pune India 🇮🇳
AI/ML Architect
12+ years building production systems —
now building Generative AI
// 01
Championing responsible AI adoption through hands-on RAG systems, LLM fine-tuning, and agentic pipelines. Bridging research to production with a focus on measurable business value.
// 02
Led engineering and data science teams through complex ML/AI deployments — from architecture through production governance. 12+ years turning ambiguous problems into scalable systems.
// 03
AI/ML — IIT Roorkee via Scaler Program. Continuously training on the latest advances in LLMs, agentic frameworks, and multimodal systems.
// Selected Work
Production RAG system for Telecom Network Operations. Mistral 7B + ChromaDB + 31K semantic chunks from incident reports, runbooks and GSMA Open-Telco benchmark. Streaming FastAPI on HF Spaces.
SaaS platform for code dependency visualization and security analysis. Multi-language parser, Cytoscape.js graphs, role-based access, Razorpay payments, pluggable module system.
AI-powered technical interview simulator with real-time feedback, adaptive questioning, and performance analytics.
AI system for automated incident post-mortem generation. Analyses incident timelines, identifies root causes, and generates structured post-mortem reports.
Operating system for technical interview preparation. Structured learning paths, problem tracking, and AI-assisted interview coaching.
// Technical Expertise