Experienced product management professional for video search and recommendations quality. Product Specialties: Defining, measuring, and improving product quality in search and recommendations (trustworthiness, freshness, relevance, personalization, etc.), defining and building new products from scratch, innovating in the area of machine learning measurements (including crowdsourcing). Technical specialties: Information retrieval, search ranking, recommendation systems, natural language processing, machine learning, computer vision, data mining, web scraping. Org specialties: Building and nurturing partnerships with internal orgs and external partners, improving shipping / experimentation agility and busting bureaucratic bottlenecks with can-do spirit. Cross-cultural experience in Beijing and with teams in China, India and USA.