Engineering leader with 13 years at Amazon, including 7+ years of management experience delivering scalable, customer-focused solutions in streaming ad tech, fashion tech, and enterprise systems. Proven track record of building and leading high-performing teams, launching innovative advertising products, and scaling systems on AWS. A strong background in OpenRTB, IAB compliance, event processing, and product experience across consumer and B2B domains..
US011869240B1 · Issued Jan 9, 2024 - Semantic Video Segmentation
This patent relates to a machine learning technique for automatically segmenting videos based on different categories (scenes including a particular actor, fight scenes, scenes suitable for children, etc.). Timecodes pertaining to the segments are stored in a segment database and are tagged with category data. Thereafter, a user can request scenes of a particular category and have only those scenes classified as pertaining to the specified category played back without playing intervening portions of the video. Additionally, multiple categories can be specified and only those segments that include all the specified categories are returned. Users are able to provide feedback on the received segments in order to improve model performance.