Projects

Platforms I built at Panevo, products of my own, and earlier work in machine learning and energy research.

ioTORQ LEAN

A data platform for lean manufacturing and live production monitoring

Python/Django · Kafka · MS Azure · B2B

A data platform for industrial energy management

Python/Django · VueJS · MS Azure · B2B

A mobile app that builds personalized plans to beat jet lag

TypeScript/VueJS · Capacitor · Supabase · B2C

What a major earthquake does to the Lower Mainland, and for how long

Next.js · TypeScript · Claude Code · Codex

A training platform for Airbus A320 pilots

Python/Django · Digital Ocean · Stripe · B2C

Automating building data classification

Machine Learning · Time-series

The first complete database of ORC projects, giving an overview of the market

VueJS · Python · Google Map API

ETL software to stream data out of industrial facilities

Python · Desktop · Qt

Using transfer learning to classify dog breeds in images

Python · Keras · Flask · Transfer Learning

Training a neural network to drive a car in a simulator

Deep Learning · Keras

Identifying lane boundaries in video from a front-facing car camera

Deep Learning · Keras · OpenCV

A vehicle detection system for self-driving cars

Python · Keras · OpenCV

Analyzing criminal incidents in San Francisco using real data from summer 2014

Python · Pandas · Matplotlib

Large-scale thermo-electric energy storage using ground heat exchangers (R&D project)

Python · C++ · R&D