Creating a new economic model for the Creators and Publishing Industry to thrive in the age of Generative AI

AI powered healthcare analytics platform assisting in clinical diagnosis and treatment.

VP, AI & Engineering. AI MLOps platform that powers analytics and monetization solutions in Telco, FinTech and InsureTech space. Risk scoring based on Alternative data sources.

MarTech products for Retail Media, Content Marketing and Conversion Measurement.

* Envisioned and lead the team from the conceptualization of Federated Cloud Marketplace to building and delivering Cloud Brokerage and Marketplace platform for Cloud Service Distributors and Resellers* Bootstrapped product management team and worked/directed product managers on product roadmap, requirement analysis, feature spec/review and their implementation and delivery.* Worked with Sales and Marketing teams for product messaging and sales deck. Involved in important customer (large distributors, telcos) demos addressing technical aspects and assisting in closing the sale.* Mentor/motivate geographically diverse engineering and product teams to drive solution engineering and adopt/use latest technology stacks and service architectures (micro-services, containers, etc.)* Be the technology and engineering face of ComputeNext to present to potential customers and partners as well as to investors.

* Research member of the Knowledge Web incubation team that designed and built the first large scale Knowledge Base in Microsoft. This effort seeded Satori, Microsoft’s Knowledge Graph as well as numerous search and discovery experiences in Bing that exploit and use knowledge and semantics. * Conducted research and prototyped Knowledge Extraction pipelines from varied structured and semi-structured content to build and verify the Knowledge Graph, Ontology-driven graph query generators for Natural Language Questions to enable Knowledge Graph search and discovery, and Entity Classification for Mood and Mode for use in Activity Recommendation Systems (e.g. Restaurant Recommendation) that enabled social and contextual discovery experiences. * Contributed to design, build and release of Bing Finance - the first finance "decision engine" - a search experience driven by a smart knowledge base. This included entity graph discovery and stock picker/recommendation tool to discover similar stocks or based on non-conventional metrics like better value stocks, better growth stocks, etc.

I lead LCC (and later Lymba’s) R&D team in the areas of Natural Language Understanding, Ontology Learning, Knowledge Mining, and Reasoning on social networks data. Research and built large scale knowledge extraction platform and tools, time-event ontologies, and automatic ontology generation for enhanced search and discovery experiences of social data.