Mithil Shah

Presentation | Federated Learning – Collaborative but private! Federated learning allows training a machine learning model using multiple privately held datasets. This talk introduces the concept and then describes its practical applications in industries such as healthcare and IoT. The talk also introduces the common open-source libraries used for federated learning and a small demo to solidify the understanding.


Mithil Shah is an AI/ML Specialist at AWS and helps public sector companies in improving citizens’ lives using the latest technological innovations. He has worked with health agencies in transforming healthcare using Natural Language Processing, and with Universities in redesigning their research platform to use the latest cloud AI/ML offerings. In his spare time, you can find him playing cricket with his son at the community cricket nets or hiking in the Himalayas.

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