• 'To Click or Not To Click: Automatic Selection of Beautiful Thumbnails from Videos' (CIKM 2016)
• 'TGIF: A New Dataset and Benchmark on Animated GIF Description' (CVPR 2016)
• 'Predicting celebrity attendees at public events using stock photo metadata' (Multimedia Tools and Applications, 2016)
• 'Mouse Activity as an Indicator of Interestingness in Video' (ICMR 2016)
• 'Humor in collective discourse: Unsupervised funniness detection in the New Yorker Cartoon Caption Contest' (LREC 2016)
Frequent invited speaker at international venues including the United Nations, AI for Good Global Summit, The Web Conference, O'Reilly Velocity Conference, and Deep Learning Summit.
Background
Scientist, speaker, and engineering executive specializing in Deep Learning, Machine Learning, Computer Vision, and Artificial Intelligence.
Over 15 years of international experience in research (Columbia University, KAIST) and large-scale product impact at companies including DigitalOcean, Yahoo, Telefónica, IDIAP-EPFL, Fuji Xerox, IBM, Siemens, and AT&T Bell Labs across the USA, Japan, Chile, Switzerland, Spain, and South Korea.
Uses a Human-Centered approach to leverage large-scale data for designing, building, and delivering novel algorithms that create business value for products used by millions.
Core competencies include: building and managing internationally distributed teams of scientists and engineers; providing strategic, technical, and operational leadership; acting as a catalyst between engineers, designers, product managers, and executives; communicating across diverse communities (70+ invited international talks); designing and leading implementation of algorithms, advanced metrics, and A/B tests; and delivering solutions that matter at the individual level, scale effectively, and make business sense.
Diverse technical expertise at the intersection of AI and User Experience across industries such as Cloud, Healthcare, and News/Media, including Computer Vision, Data Mining & Machine Learning, Content Recommendation & Social Discovery, and Behavioral Insights & Product Strategy.