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Total 20+ years of rich and insightful experience in Software Engineering & Product Development with experience of handling Development & Execution AI & Non- AI solutions with focus on Technical / Solution Architecture. I have played various as Software Architect, Program Management, Product Engineering. Product Management, Data Solution Architect , V&V, Cloud Computing - AWS, AZURE. and also committee Member of IEEE Computer society
Knowledge and experience in different domains - Healthcare ,Telecom, Supply Chain, Retail. This includes Medical Devices Product Design & Development, Field Service Management supply chain management in Medical device manufacturing. 
Experience in Building the E2E (Development, Test and Devops) implementation, SW Engineering Management, Agile deployment, Technical Product & Program Management, Strategic Technology Planning and Leadership Functionalities. Started my career as Software Programmer and has been through various Technical, Product and Leadership Roles. 
Expertise in Technical Program Management and Project Management. Experience in SW Engineering Practices – Agile, CI/CD, TDD, Automation, Strategic Technology Planning, Cross Functional Leadership, Team Building & Leadership.
Experience in AI / ML Development for image, speech, text, time series forecasting for Healthcare Domain, Supply Chain, Pharma, Consumers. Experience in various roles such as Product Owner role (Requirements and Road mapping), Application Specialist, Data Engineer, Data Scientist,, Data Modelling and Data Simulations Analysis and Cross Validations tests. Certified Product Owner, Certified Product Manager (SAFe® POPM), Certified Scrum Master, Certified Leadership Specialist. Reviewer and Author for various International Journals and Conferences publications.

PhD in Machine learning, Artificial intelligence