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Wednesday, June 26 • 5:00pm - 5:35pm
Model Governance in the Enterprise

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Model Governance in the Enterprise

Datatron is bringing fundamental change to machine learning Model Governance with automation and efficiency. Fortune 500 companies endure the drudgery of ML models in production, as auditing, reporting, and compliance processes are manual and time-consuming. Datatron’s Model Governance platform is the solution: It includes model deployment, model monitoring, and model management, and grants users total control over the behavior of their ML models by automating the entire operationalization process. One use case involves helping companies smoothly and carefully migrate from obsolete SAS to modern open-source models, which have been gaining in popularity. Multiple models can be monitored simultaneously, while keeping redundant models in shadow mode. The Datatron platform has figured out the solution at scale (TB) by employing user-friendly UI, and calculates the metrics necessary to measure AI risk for traffic and behavior of models. It can be scaled for online and offline processing.

Speakers
avatar for Lalit Sirsikar

Lalit Sirsikar

Staff Machine Learning Engineer, Datatron Technologies
Lalit Sirsikar is Datatron’s Staff Machine Learning Engineer and was one of the first engineers on the team. His work has proved instrumental to the company’s product development.Lalit worked on the pricing model solution for one of Datatron’s early customers and wrote more... Read More →



Wednesday June 26, 2019 5:00pm - 5:35pm
05 AI | ML | DL | Artificial Intelligence Room 209
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