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I'm an AI developer focused on building production-ready AI systems that combine large language models, retrieval, computer vision, and automation. My work spans Agentic AI, Retrieval-Augmented Generation (RAG), NL2SQL, multimodal AI, and cybersecurity.
Currently pursuing M.Tech (Research) in Computer Science & Engineering at NIT Karnataka after qualifying GATE 2025, while actively contributing to open source and building scalable AI applications.
Current Focus
- Agentic AI Systems
- Retrieval-Augmented Generation (RAG)
- NL2SQL & AI Data Analytics
- Computer Vision
- AI Infrastructure & Automation
- Cybersecurity
Feb 2025 – Oct 2025
Worked on AI-powered data querying and analytics platforms focused on Indian economic indicators.
Highlights:
- Built a production-ready PDF chat system using Retrieval-Augmented Generation (RAG)
- Developed an Agentic NL2SQL system capable of robust natural language query decomposition
- Implemented parallel SQL generation, reducing response latency by 25%
- Designed automated data acquisition pipelines that collect reports directly from government sources
- Built ETL pipelines reducing document processing time from ~10 minutes to ~1 minute
- Containerized services using Docker and deployed CI/CD pipelines using GitHub Actions
| Project | Description |
|---|---|
| GitRanked | AI-powered GitHub contributor intelligence platform that analyzes commits, pull requests, issues, and code ownership to generate contributor insights, impact analysis, and repository analytics using AI agents. |
| AI-Powered Surveillance System | Multimodal AI system enabling natural language querying over CCTV footage using Computer Vision, RAG, semantic search, and vector embeddings. |
| NL2SQL AI Assistant | Agentic AI platform that converts natural language into SQL queries with reasoning, automatic retries, charts, voice input, and report generation. |
| Vulnerability Monitoring & Reporting Tool | AI-powered vulnerability monitoring system that continuously scrapes OEM advisories, summarizes critical vulnerabilities, and delivers intelligent alerts. |
| AI Restaurant Ordering Platform | Conversational restaurant ordering platform featuring AI recommendations, chat-to-cart ordering, and intelligent menu management. |
| Portfolio Optimization Platform | Financial analytics platform implementing Markowitz and Black-Litterman portfolio optimization with interactive visualizations. |
- Improved OpenAI function-call token counting to provide more accurate token estimation.
- Fixed handling of empty assistant responses in the OpenAI Responses API.
- Fixed screenshot handling when vision support is disabled.
- Contributed through multiple review iterations with maintainers.
- 2nd Runner-Up — TCS HackQuest Season 10 Finale (1st Place in Round 2)
- 1st Place — SeaTF, National Cybersecurity CTF at NIT Karnataka
- Finalist — Smart India Hackathon 2024
- Government Innovation Grant — ₹4 Lakhs under NAIN 2.0
- 2nd Place — Veni Vidi Vici CTF, IIT Dharwad
- 3rd Place — ACN Capture The Flag, Amrita CyberNation
- 3rd Place — KLE GIT × IIT Bombay CTF
- 20+ National and State Level Programming & Cybersecurity Competition Awards
- NPTEL — Python for Data Science (Top 1%)
- NPTEL — Problem Solving Through Programming in C (Top 5%)
- Google Cybersecurity Professional Certificate
