Sign Classification Tech Lead, Senior Software Engineer
CurrentAchievements:˖ Improved per frame recall from 20% → 80% for a critical underrepresented class by using SOTA model training techniques, without reducing precision˖ Accelerated labeling pipeline using a sign detector combined with OCR, reducing our data delivery time from months to days˖ Optimized, TRT’d, and deployed the model in C++˖ Managed labeling and.