Dynamic Senior Executive in Machine Learning and AI. 25+ years experience in the software industry within computational linguistics, vision computing, ad-tech, commerce exchanges, retail demand chain solutions, and cloud based analytics domains. Published author with extensive experience providing strategic, technology and operational leadership.
Specialties in building machine intelligence around NLP, Active Learning, Sequence to Sequence Models, Attention based models, Deep Q Networks, Reinforcement Learning models, Bayesian statistical models, response prediction, classification, bids, yield optimization, margin management, auction pricing, portfolio management, recommendation engines, audience cohorts, engagement based optimizations. Vision computing: multi-object detection, image captioning, object localization, semantic segmentation.Describe the most impressive thing you've done.