About me

I’m currently a Machine Learning Engineer at Intel, building OpenFL and OpenFL Security - an extension of OpenFL that leverages Trusted Execution Environments (TEEs) to provide data, code and model confidentiality, and mitigates advanced threats in multiparty distributed systems.

Previously, I worked on on-device model training use cases in the healthcare and retail sectors. In 2022, my team deployed the first SGX-based secure federated learning stack in India.

My interests include Deep Learning and Distributed Systems.

You can reach me at karanshah1698 [at] gmail [dot] com.