I build bold, data-driven products that feel intentional. From ML-backed systems to full-stack web experiences, I move from concept to production with obsessive attention to detail and measurable impact.
I thrive where aesthetics, systems thinking, and rigorous engineering meet. My toolkit spans Python, TypeScript, modern web frameworks, and ML workflows — all pointed at crafting reliable, expressive products.
I partner with teams to prototype quickly, validate with data, and ship with quality. I care about thoughtful architecture, performance, and clear communication that keeps everyone aligned.
FastAPI + OpenCV pipeline that converts scanned oil & gas well-log TIFFs into structured LAS files. Multi-stage image processing with debug artifacts for transparency and production-ready outputs.
Built with Nexus Energy Partners on real-world data.
Convolutional models tuned with Bayesian optimization, automated early-stopping, and reproducible reports for stakeholders.
Semantic search pipeline with BERT embeddings, context ranking, and latency-aware API layers for reliable answers.
JWT-based authentication with role-aware dashboards, polished onboarding, and hardened API gateways ready for production.
Scaled ML-backed QA to 25k+ monthly queries, cut training time by 40%, and shipped 0→1 dashboards with tight instrumentation.