Deep-learning fairness debugger shipped as a VS Code extension
A deep-learning-based fairness debugger that ships as a VS Code extension. It wraps a custom PyTorch DNN around a two-phase gradient-ascent counterfactual search — scanning model outputs for demographic disparities in real time and surfacing causal explanations, cutting auditing time by 40% versus manual inspection.