Ritabrata is an Engineering Manager leading Machine Learning and Data Science at Harness, where his team pioneers ML research across the company and builds the foundational artifacts used across all of Harness's modules. His team has authored and maintains several of these platforms, including Harness' central forecasting and anomaly detection platform. With 11 years of experience spanning Thoughtworks, Rapido, and Sixt R&D, his work bridges applied ML research with the practical demands of building systems that scale across diverse product lines, turning research into reusable, production-ready building blocks that other teams build on.