Hamsa leads Google Cloud’s Data Science and MLOps Solution team that specializes in building revolutionary software solutions for business problems using Google’s Data Analytics and AI/ML products. She has over 20+ years experience taking several products from concept to launch in startups and enterprise companies. She is the former Director of Product Management for SAP Cloud Platform Analytics Services and prior to that, focused on the end-to-end vision, strategy and product management at Microsoft. She was also a Founder/CEO of Inoviva, a health care startup that empowered patients to easily make intelligent decisions about healthcare practitioners, products and services.