Anton Khapankou, a Senior QA Engineer at a private HFT fund, built RegressPilot — an ML-driven regression testing prioritization engine for high-frequency trading environments. The tool analyzes code diffs, historical bug data, and test coverage maps to automatically identify the most critical tests after each code change, significantly reducing QA time and resource usage.