Utpal Chakraborty is an eminent Data Scientist and AI researcher having 21 years of industry experience, including working as a Principal Architect in L&T Infotech, IBM, Capgemini and other MNCs in his past assignments. At the moment he is the Head of Artificial Intelligence at Yes Bank. Utpal is a well-known speaker and writer on Artificial Intelligence, IoT, Agile & Lean speaking at conferences around the world. His recent research on machine learning titled 'Layered Approximation for Deep Neural Networks has been appreciated in different conferences, institutions and universities. He has also demonstrated few completely out-of-the-box hybridized Agile & Lean implementations in different industries which has been appreciated by Agile & Lean communities worldwide.