Forecasting engines, agentic pipelines, and full-stack products — from price-blind Polymarket prediction kernels to calibrated company forecasting. This is my workbench.
A few of the products and engines I've built end-to-end — model, API, and front door.
I'm Charles — an engineer who builds agentic systems and forecasting products. My work pairs a research-grade core (point-in-time data, calibration, honest uncertainty) with a premium, dimensional interface. I ship the whole thing: the model, the API, and the front door.
Open to ambitious problems in forecasting, agents, and full-stack product — or step into the private toolbench.