My research pursuits included computer vision, learning-based computational photography, and AI-driven content generation. Throughout my career, I've been driven by the ambition to tackle industry-scale challenges, with a keen focus on practical machine learning applications. My collaborations with various product teams, such as Bing Maps, Xbox/Kinect, Microsoft Pix Camera, SwiftKey, Windows, and Cognitive Services, have led to the integration of key technologies into these products.