Fueling innovative software
July 15-18, 2019
Portland, OR
Sumit Daryani

Sumit Daryani
Architect, Software Engineering Manager, Capital One

Sumit Daryani is a software engineering manager and architect at Capital One. He works on a real-time machine learning decision platform to protect its banking platform and foster quick decisions to support the fraud strategy. Previously, Sumit was a full-stack engineer on a diverse number of projects scaling from the financial to the technology space.

Sessions

9:20am–9:55am Tuesday, July 16, 2019
Model as a service for real-time decisioning​
ML Ops Day
 Location: E145/146
Niraj Tank (Capital One), Sumit Daryani (Capital One)
Average rating: *****
(5.00, 2 ratings)
Hosting models and productionizing them is a pain point. ML models used for real-time processing require data scientists to have a defined workflow giving them the agility to do self-service seamless deployments to production. Niraj Tank and Sumit Daryani detail open source technologies for building a generic service-based approach for servicing ML decisioning and achieving operational excellence. Read more.