Production ML systems, SaaS platforms, data pipelines, and geospatial intelligence. We deliver production-grade software at a pace traditional shops can't match.
Production ML pipelines — XGBoost, PyTorch, LightGBM. Ensemble models, risk scoring, and time-series forecasting.
Multi-tenant platforms with auth, billing, RBAC. Next.js frontends, API gateways, comprehensive automated testing.
Spatial analysis at scale — PostGIS, raster processing, real-time risk mapping at 1km resolution.
Scalable REST APIs with FastAPI and Express. Redis caching, PostgreSQL, automated ETL pipelines, CI/CD.
ML-powered wildfire risk prediction for BC. 84,000+ grid cells at 5km/1km resolution. 0.962/0.974 AUC-ROC, 21 data sources, 24–28 features per cell. Updated daily. Open-core.
Interactive 3D visualization of the Cascadia Subduction Zone. Real-time seismicity, slab geometry, GPS plate motion. CesiumJS + React.
Real-time salmon migration monitoring for BC. DFO stock data, environmental sensors, interactive maps and time-series dashboards. Next.js + FastAPI + Deck.gl.
AI-accelerated development. We ship production systems in days, not months. Full stack ownership from ML to frontend.
Not prototypes. Comprehensive test suites, CI/CD, monitoring, caching. Built to run reliably at scale.
ML pipelines, backend APIs, databases, frontends, infrastructure. One team, end-to-end. No handoff friction.