Engineer.
Thinker.
Builder.
I build intelligent systems that ship: edge inference on drones, LLM applications, and cloud platforms engineered to scale.
AI / ML
LLMS THAT FLY
CLOUD AT SCALE
In
Prod
Platforms serving 500K+ customers: event-driven AWS, GenAI assistants on Bedrock, pipelines that survive storm season.
In
Research
Published in molecular property prediction; active work in clinical sensing and digital-twin autonomous vehicles.
Projects
Hall of Fame
Systems built end-to-end, from prompt engineering to fault-tolerant deploys.
Neural Observatory
2026 ↗Interactive, honest visualizations of a real GPT-2 forward pass: all 144 attention heads, the logit lens, and a guided 3D walkthrough from tokens to prediction. Every number is measured, not simulated.
Resist
2026 ↗Android app that curbs phone addiction: every unlock is gated behind a typed reason. Fully offline event log, deterministic usage stats, and an on-device model that clusters reasons and predicts overruns.
MedRoute
2026 ↗Hybrid RAG + knowledge-graph clinical decision support. A trained MLP router picks the cheapest sufficient path per query: 96% accuracy at 42% less compute.
PriceWatch
2026 ↗AI-powered Amazon price intelligence agent: fault-tolerant, containerized, with n8n orchestration and a real-time webhook dashboard.
MolFM-Lite
2025 ↗Published multimodal model fusing 1D, 2D and 3D molecular representations with cross-attention and FiLM conditioning.
Red Flag
2025 ↗Chrome extension that reads privacy policies for you: real-time LLM analysis with semantic chunking and dynamic page monitoring.
Career
Timeline
Kuiper Lab
Multimodal models optimized for edge inference: 3× latency reduction on mobile hardware. Agentic workflows turning live camera feeds and voice into flight logic at 30+ FPS.
IAIMS
Leading the team building a multi-agent AI governance pipeline: NIST AI RMF, ISO 42001 and the EU AI Act compiled into versioned, executable evidence with human-in-the-loop gates.
University at Buffalo
Clinical sensing research (wound infection detection, ICU monitoring) and digital-twin autonomous-vehicle simulation with CARLA + ROS 2 at CAVAS Lab.
LTIMindtree · Portland General Electric
Replaced legacy systems with event-driven AWS: 30% cost cut, 99.9% uptime. 100+ APIs, Databricks pipelines 50% faster, GenAI assistant on Bedrock, CI/CD 60% quicker.