I build production-grade software and ship it to real clients. In my first year of university I designed, deployed, and iterated a full-stack booking platform across 9 production releases for a live Canadian business — earning an independent A- security rating comparable to mid-market SaaS. Outside of code, I'm working on finding my voice as a singer.
Education
2025 – 2029
B.Tech — Electronics & Communication Engineering
Guru Nanak Dev University, Amritsar
OngoingJuly – Dec 2025
Industrial Training — Artificial Intelligence & ML
IIT Ropar × NIELIT Chandigarh
CompletedFull-stack booking platform for a Calgary wellness business — 9 production releases, 5-container Docker stack, independent A- security audit, React admin SPA, and Twilio SMS. Live in production; client details anonymized.
An ML triage system with calibrated risk scoring and confidence-gated routing — early applied ML work from first-year training.
SELECT FOR UPDATE prevents two people from booking the same slot — except when the slot is the first one of the day. Here's the edge case, and the one-line fix.
ufw was configured correctly. The port was still open to the internet. Here's the iptables ordering issue that caused it, and how to actually close it.
Reach out for work enquiries, collaboration, or just to talk about ML systems and backend architecture.