I have 12+ years of Machine Learning experience in various industrial domains and 5+ years of management experience at LinkedIn and IBM in hiring and developing Machine Learning/Data Science teams. I have been oversighting the development of AI models, directing the product strategy of AI services, growing & retaining talent, and working with Marketing, Sales, Design, Research, Dev teams to drive business impact (e.g. 45+M revenue uplift for LinkedIn products) and product innovation (e.g. IBM Watson AIOps, NLU, OpenScale) with new techniques in Machine Learning, Natural Language Processing, Deep Learning, Visualization, and Crowdsourcing.