Enterprising AI leader with strong multidisciplinary subject matter expertise who catalyzes AI transformation of processes for fortune 500s achieving ROIs crossing a billion dollar. Proven experience of leading AI transformations, starting from liaison with client’s Business SMEs, presenting the business process areas where AI can find pockets of opportunity, and eventually "money mapping" and ROI analysis based on economics of operational productivity and cost/risks of suboptimal decisions. He is a hands-on technology and cloud-native practitioner and evangelist leveraging the academic rigor in all disciplines of algorithms and decision science (Deep ML, Statistics, GEO-spatial and Graph, Operations Research, Econometrics and Game theory). He rolls up his sleeves to support his project teams in ML engineering, AI Product Design, Streaming Big Data and IoT architectures and MLOPs accelerators to build the AI infused solutions, products, and services. Talks about Clinical Data transformation, AI in Wearable Sensors/Digital Biomarkers and Digital Therapeutics Design followed by Validation Studies, Pharmacovigilance automation and GPT based EHR and Real-world data processing, Retail Forecasting and Category Planning through AI, Preventive and predictive Maintenance through IoT and AI.