Managed product portfolios for product recommendations, content personalization and machine learning & artificial intelligence

- Led multiple functions during the journey of Boxx.ai, from inception till sale to Netcore - including product management, data science, goto-market, evangelization, investment & investor relationships and acquisition negotiation and process- Built a differentiated AI-based personalization product for e-commerce with 3 magics:o 20% higher prediction accuracy than anybody elseo Committed 8%-13x% increase in conversion rateso 100X faster integration process than competition- Backed by Unicorn India Ventures and a group of marquee angel investors

- Built the core product accelerators for banking and hospitality industries which focused on:o A data platform that gathers, entity resolves and manages different types of datao A TasteGraph which understands the customer taste across categorieso A personalization engine that uses customer's taste, behavior, context and influence to generate best recommendations in different lifestyle categorieso Applications that enabled banking and hospitality industries to increase their revenues- Inventor of 6 patents (3 each in Singapore and USA) catering to methods to improve recommendation quality in different domains, using a variety of data, and techniques to handle sparsity of data- Led (directly or indirectly) a team of ~30 data scientists, UI/UX designers, product managers and software engineers

- Built "Analytics Inside" initiative for all IBM GPS engagements

- Setup 30-member out-sourced team for GSK, managing their marketing and sales analytics functions- Setup analytics organization for Al Rajhi Bank in Saudi Arabia. Delivered an ROI of 90X for the initiative

Managed data, built data science models and executed campaigns, for banking clients in Indonesia, Singapore, Thailand and UAE

Built data science models to quantify operational risk for Fortune 500 clients