Engineering work, in depth.
Each project is written up as an engineering case study — problem, solution, decisions, and honest notes on what's still in flight.
Shipped
Systems in production or fully complete.
DIP Learning Simulator
Interactive Digital Image Processing simulator that turns theory-heavy labs into a live, chainable pipeline.
ScanPayGo
QR-first checkout designed for small retail — no app, no account required to complete a payment.
Active development
Currently building — architecture and scope in flight.
TrafficPulse
Traffic analytics platform that turns raw video into structured scene understanding, not just detections.
Aether
Retrieval-grounded reasoning over private corpora, with citations strong enough to be auditable.
HelixVision
Vision pipeline that turns unstructured imagery into typed scene graphs downstream agents can query.
Atlas
Scoped, auditable coding agent — small tools, explicit plans, reviewable steps.
Voxera
Low-latency duplex voice layer for conversational agents — designed against walkie-talkie feel.
Research
Exploratory work — the questions matter more than the release date.
SynapseML
Evaluation-first toolkit for training, comparing, and shipping small models.
Chronos
Time-series forecasting toolkit that ships calibrated uncertainty by default, not point estimates.