I started and lead two domains -AI and Digital Risk Analytics - for BNP Paribas Group. Topic of current focus are building Responsible AI, Cyber and Privacy Risks, Cloud, Data Management and Governance and focus on best practice application of AI across all business lines and units of BNP Paribas Group. I have been an entrepreneur, product Manager of AIML solutions, Data Scientist. I like building things with smart people. Started and led initiates for Data Science & Financial Machine Learning in various sector of financial services industry. Provided advisory on setting up Data strategy, digital operating model and analytics programs.