Headline

AI Engineer | LLM Systems · RAG · AI Agents | Python · FastAPI · LangChain

About

I build production LLM systems — RAG pipelines, AI agents, and inference infrastructure. Currently at Tata Elxsi working on Python automation and hardware validation. Transitioning full-time into AI Engineering. What I've shipped: → DPDP AI — RAG legal Q&A system (FastAPI + ChromaDB + Groq, retrieval precision 4/10 → 6/10, live with beta testers) → Aldeathon 2026 — ADK multi-agent governance system for MISRA C / AUTOSAR / IEC 62304 (Tata Elxsi × Google hackathon) → ATLAS — AI-assisted forex trading bot (MetaTrader 5 + LLMs) Stack: Python · FastAPI · LangChain · LangGraph · ChromaDB · Groq · AWS · Docker Building in public → github.com/Vishrut33

Location

Bengaluru

AI stack

anthropic apis

hugging face

langchain

langgraph

mcp

ollama

Work experience

Software Engineer — Automation & Infrastructure at Tata Elxsi, Jun 2025 - Present · 1 yr 3 mos, Bengaluru, Karnataka, India, - Automating manual test workflows using Python for 5G modem/gateway hardware validation for a leading semiconductor client - Writing custom Python scripts within a structured automation framework — converting manual test cases to automated suites - Working in a professional engineering codebase with real hardware validation requirements - Currently upskilling in AI MLOps — building production RAG systems with FastAPI, LangChain, and Azure

Automation Engineer at Tata Elxsi, Jun 2025 - Present · 1 yr 3 mos, Developed 30+ Python automation scripts for 5G modem and gateway hardware validation, automating 200+ test cases and reducing manual engineering effort by ∼60%. Monitored and triaged automated test jobs across a global distributed device pool; performed log analysis across distributed infrastructure, significantly reducing debugging turnaround time. Applied production engineering practices (modular design, error handling, logging, CI scheduling) directly applicable to LLM pipeline automation and MLOps workflow engineering.

Web Application Developer at Infynow Business Solutions LLP, Jan 2024 - Mar 2024 · 3 mos, Belagavi, Karnataka, India

Education

Bachelor of Engineering - BE, Information Science, Gogte Institute of Technology, Belgaum

Diploma of Education, Computer Science, KLS vasantrao potdar polytechnic

Public links

github: https://github.com/vishrut33