# ArgonBI Systems Inc.

> Canadian data intelligence company building environmental intelligence platforms, ML systems, and geospatial tools for British Columbia.

## About

ArgonBI Systems Inc. is based in British Columbia, Canada. We build production-grade software that turns complex environmental and geospatial data into accessible, decision-ready tools. Our focus areas are wildfire risk, salmon conservation, seismic hazard, and environmental due diligence.

## Products & Platforms

### Infernis — Wildfire Risk Prediction Engine
- URL: https://infernis.ca
- Source: https://github.com/argonBIsystems/infernis
- Status: Live, open-source
- What it does: ML-powered daily wildfire risk prediction for all of British Columbia at 1km resolution
- Technical details: XGBoost ensemble trained on 10 fire seasons (2015–2024), 21 open data sources, 84,000+ grid cells, 24–28 features per cell, 0.962/0.974 AUC-ROC at 5km/1km resolution
- Stack: Python, FastAPI, XGBoost, PostGIS, Redis, Railway

### SalmonWatch BC — Salmon Migration Monitoring
- Source: https://github.com/argonBIsystems/salmonwatch
- Status: Open-source
- What it does: Real-time salmon migration monitoring for BC. Aggregates DFO stock data, environmental sensors, and hatchery reports into interactive maps and time-series dashboards
- Stack: Next.js, FastAPI, Deck.gl, uPlot, PostGIS

### Cascadia Explorer — Seismic Visualization
- Source: https://github.com/argonBIsystems/cascadia-explorer
- Status: Open-source
- What it does: Interactive 3D visualization of the Cascadia Subduction Zone with real-time seismicity, slab geometry, GPS plate motion vectors, and USGS earthquake scenario modeling
- Stack: CesiumJS, React, TypeScript, USGS API

## Capabilities

- **Predictive Intelligence**: Production ML pipelines — XGBoost, PyTorch, LightGBM. Ensemble models, risk scoring, time-series forecasting.
- **Full-Stack Platforms**: Multi-tenant SaaS with auth, billing, RBAC. Next.js frontends, API gateways, automated testing.
- **Geospatial Analysis**: PostGIS, raster processing, real-time risk mapping, Deck.gl WebGL visualization, Mapbox integration.
- **Data Engineering**: FastAPI and Express REST APIs, Redis caching, PostgreSQL, automated ETL pipelines, CI/CD.

## Team

- **Arnold Dogelis** — Founder & CEO. Full-stack + ML engineer. Director at Fraser Valley Salmon Society.

## Contact

- Website: https://argonbi.com
- GitHub: https://github.com/argonBIsystems
- Contact form: https://argonbi.com/#contact