-Worked as member of Liveness-AI Pod, developed single image liveness detection system, which received ISO certification. Worked on State-of-the-Art deep learning models for video-based Liveness which achieved 98% accuracy on production dataset.- Upgraded the baseline model to optimize the size of model which resulted in an estimated decrease of 10% in the production cost.