About Me

Software Engineer at Nokia, specializing in building intelligent telecom infrastructure and RAG systems.

My Focus

I build AI systems that make telecom engineering faster and smarter. My work spans AI systems for documentation lookup, offline code reviewers for security-critical environments, and performance optimizations for 5G networks.

At Nokia, I bridge traditional telecom engineering with cutting-edge AI, delivering systems that reduce latency, improve workflows, and scale across global infrastructure.

Let's Build Something

Core Expertise

AI & ML

RAG Systems
LangChain
LLMs
Vector DBs

Telecom

5G Protocols
Layer 2/3
L2PS

Backend

FastAPI
Express.js
PostgreSQL
Redis

Frontend

React/Next.js
TypeScript
Tailwind CSS
Framer Motion

DevOps

Docker
CI/CD
Prometheus
Grafana

Languages

C/C++
Python
Javascript

Professional Journey

Software Engineer

Nokia Networks
Sep 2022 - Present
Bangalore, India
  • Contributed to key 5G features in L2PS, including:
  • Analyzed and resolved feature prontos, driving fixes with integration/testing teams
  • AI/ML Contributions:
  • • Prototyped RAG architectures with LangChain/LangGraph for knowledge retrieval
  • • Designed text chunking and embedding pipelines for semantic search
  • • Integrated vector DBs (FAISS/Chroma), built FastAPI backend workflows
  • • Built LLM-based tools for dev/test teams, improving knowledge access
  • • Authored Copilot prompts library, adopted across 5G teams
  • • Led internal AI knowledge sessions on prompt engineering and LLM integration
  • • Maintain confluence page for Copilot topics
  • Developed and deployed Khel-Utsav Web App (ReactJS, Node.js, Express, Tailwind CSS)
  • Built automation tool (ReactJS, Python Flask) for XML parsing, reducing debugging time
  • Wrote unit tests to achieve >98% coverage

Summer Intern

Center for Development of Telematics
June 2021 - July 2021
Remote
  • Created disaster tweet classification model (ML, >80% accuracy)
  • Integrated model into full-stack web app (React.js, Node.js)
  • Developed web-pdf live data scraper for machine translation using Python

Research Intern

Defence Research and Development Organisation (DRDO)
Dec 2020 - Feb 2021
Delhi, India
  • Worked on data analysis and ML/DL projects
  • Implemented ML/DL algorithms for weather forecasting and stock price prediction