Portfolio
Senior Full Stack Software Engineer
Canada (Remote-ready)
Senior Software Engineer with 7 years of full-stack experience. Architected high-availability systems, real-time AI orchestration layers, and localized LLM pipelines on AWS. Focused on measurable impact: 60% query latency reduction, 90% bundle size cuts, and a 92% automated extraction success rate.
Senior Software Engineer with 7 years of full-stack experience. Architected high-availability systems, real-time AI orchestration layers, and localized LLM pipelines on AWS. Focused on measurable impact: 60% query latency reduction, 90% bundle size cuts, and a 92% automated extraction success rate.
I track down broken or slow systems and fix the root cause. MongoDB replica sets, PM2 cluster tuning, compound index design, DOM virtualization — I find the bottleneck and eliminate it with numbers to back it up.
From WCAG-compliant Angular/React UIs for 15+ colleges in the SBCTC portal, to React Native mobile apps, to real-time Socket.io orchestration layers, and pre-production Azure VM environments.
I built 40+ end-to-end IDP pipelines with custom OCR logic, NLP training, and a multi-stage LLM verification loop on AWS that achieved a 92% automated extraction success rate across 8,000+ college transcript templates.
Zero-cost architecture, Cloud Run + Cloudflare, tuned for a true $0 ops footprint (cost optimization at the core).
Live production SaaS for tax filing and appointments: zero recurring infra spend while staying secure and scalable.
Ensemble CV + Flask API for cosine NN retrieval with demographic-aware search pruning.
A high-precision image recommendation engine that uses a multi-model ensemble for visual similarity, demographic markers, and occasion context.
Hybrid on-chain + IPFS, ~95% lower storage cost vs naive all-on-chain metadata.
Community-driven news verification dApp: Proof-of-Reputation voting and Sybil-resistant jury mechanics.
Open to collaboration
Building the future, one line at a time. Whether you're shipping a product, scaling a team, or exploring something ambitious, I'd love to hear from you.