Designation: Client Technical Architect
Company: IBM India
Topic: Evaluating ML Models for Bias - Build an Explainable model using financial dataset
Date and Time: 17th October 2019 11:15 AM to 01:30 PM
Rajesh K Jeyapaul is a Sr. AI Architect @ IBM Digital Labs, India. He leads the Artificial Intelligence (AI) solution enablement for clients who enter the Digital Journey. In his 25 years of technology journey, he has led multiple transformational projects on various technology stacks. He has co-authored 8 books. He also has 6 patents to his credit. He started his career with Indian Defense Research organization as Research Fellow.
The workshop will give a quick introduction to ML as an optimization problem and the ML pipeline flow. The importance of having an explainable model. The implementation steps of building ML and enabling the fairness of the Model. Participants will get the hands on experience in developing the ML model using a financial dataset, how to persist the Model and how to enable the model for Fairness. After attending the workshop participants will learn about the explainability and fairness of AI models. They should be able to build a trusted AI post this workshop independently.