Infinigrid, AI for the power grid
ML engineer at Infinigrid. We build AI systems that watch the electrical grid in real time and predict the risks that have been historically hard to see: overloads, equipment degradation, cascading failures before they cascade.
Live preview at infinigrid.ai.
Why this work matters
The electrical grid was designed for a world that doesn't exist anymore. Loads are peakier, generation is more distributed and weather-dependent, and the data infrastructure to react in real time is still being built. Forecasting and risk-prediction at grid scale is one of the few applied-ML problems where the downstream consequences are measured in megawatts, not click-through rate.
What I work on
Production ML pipelines on grid-scale time-series data. I can't share specifics yet, but the broad strokes are forecasting (load, generation, weather-coupled effects), anomaly detection on streaming telemetry, and the boring-but-load-bearing engineering that makes the ML actually run in production.
Where I am in the journey
Early. Started January 2026. Plenty more to come on this page over time, so check back, or follow my work via the contact links on the main page.