Machine Learning Engineer
AV Software
Feb 2019 — Nov 2020Developed a real-time face-spoofing system and contributed to object detection and document reader systems.
• Developed a real-time face spoofing detection system using CNNs (PyTorch) trained on custom-collected datasets for office access control scenarios. • Designed and implemented data collection and preprocessing pipelines, handling noisy and imbalanced visual data. • Contributed to object detection and document reader systems, focusing on data preparation, debugging model behavior, and validating outputs.
