In this episode of MLOps Live, Stephen is joined by Shirsha Ray C, Director of Engineering at TR Labs. Shirsha discusses standards and best practices for delivering ML solutions with DevOps and explores metrics to measure performance using AWS tooling, as well as data scientists' understanding of why ML models are used and their dream state for DevOps. They also discuss challenges faced in deploying ML systems and some best practices to bridge the gap between DevOps and ML teams.