Applied research engineer turned product manager turned group manager in the fields of artificial intelligence (AI), computer vision, and product development. Proven track record of leading teams to industry-first product introductions. Inventor on 10+ US Patents (filed & pending). Author or Co-author 20 peer-reviewed publications. Specialities: ~ Training of DNNs . ~ Computer Vision, Image segmentation & registration. ~ Machine Learning for object detection and classification ~ Feature engineering and selection Programming in C++ or python is second nature