QuantSights LLC

Production AI, data, and risk systems.

Full-stack and cloud. Forecasts, decisioning controls, data platforms, and evaluations. The case studies show the result or the delivery scope.

Focus

Decisioning harnesses

A model may draft. A gate, a threshold, and a person or a single execution service decide whether anything acts.

Sequence models and classifiers judged walk-forward, or against an actual that was not yet known.

Raw files stay immutable. Checks run before publish. Consumers get one door.

A fine-tune is scored blind against the weights it started from. Scoreboards keep the misses.

Work