Case studies in building & breaking.
Structure-aware abstractive summarization of Indian court judgments — InLegalBERT, PEGASUS, Legal-LED. RASS salience scoring + DAG argument-chain reasoning.
+18% BLEU · +18.4% ROUGE-2 over baselines on 1,200+ documents
Full-stack AI market-research platform automating qualitative user interviews. GPT-4 + LangChain adaptive follow-ups, real-time analytics dashboard.
1st place — TransfiNITTe'25 hackathon
DevSecOps backend scanning repos for vulnerabilities; fine-tuned Llama (Unsloth) to map threats to CVE/CWE IDs and generate secure patches.
1st place — TransfiNITTe'24 hackathon
Strategy sim built on Golang concurrency, Redis game-state manager, and Gemini-driven dynamic crime generation.
Live at Pragyan'25
Designed forensics challenges for a 30-hour event with 1,200+ users; deployed CTFd on GKE with HAProxy and NsJail sandboxing.
1,200+ players · 30 hours
engineer by day,
adversary by night.
Final-year Computer Science student at NIT Tiruchirappalli (CGPA 8.18). I've shipped GenAI products at Oracle, was founding engineer at an AI startup, and lead web/dev-ops for institute platforms serving thousands of users. Off the keyboard: competitive programmer (Codeforces Specialist, max 1563), national-level CTF player, gold-medalist swimmer, and trained Hindustani classical musician (Sangeet Visharad).
Where I've shipped.
May — Jul 2025
Project Intern
Built a GenAI agentic NL-to-SQL reporting platform replacing Oracle ERP reporting tools (BICC/BIP/OTBI). LLM pipeline mapping natural-language intent to enterprise metadata, auto-generating BQL extract jobs via NLP + RAG.
Oct 2024 — Apr 2025
Founding Software Engineer — AI & Automation
Built a human-AI collaboration platform (ad videos, pitch decks, business plans) end-to-end. Created an AI Co-Pilot that builds agents from text prompts; set up GCP infra, Nginx, CI/CD.
Jun — Jul 2024
DevOps Intern
Jenkins on Kubernetes (Minikube), Terraform pipelines for AWS — VPC, EC2, RDS, S3.