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MLOps Salon:

Monitoring Edition

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As more and more intelligent products get built (think Siri, Alexa to self-driving cars to tailored Netflix previews), ML models become the very drivers of software products. A rich ecosystem of tools exist for monitoring software applications (specifically application performance monitoring); however, monitoring models and intelligent applications is still new and unexplored.

Join us at the 2nd Verta MLOps Salon focused on Model Monitoring and learn from industry and academic experts on why model monitoring is crucial to their products, how they developed in-house systems for model monitoring, and considerations for your team to get started with model monitoring.

 

The Verta MLOps Salon Series is a quarterly event focusing on the Operationalization of Machine Learning models in the real world. Bringing together experts from industry as well as research, the MLOps Salon events showcase best-practices, real-world case studies, and community oriented interactive panels. Join us for the live event and continue the discussion on the Slack!

 

Speakers

Manasi-Vartak-2

Manasi Vartak

Founder & CEO

Verta

Max-Cantor

Max Cantor

Software Engineer, Machine Learning

Condé Nast

Ashish-Gupta-MLOps

Ashish Gupta

Lead Engineer, Machine Learning

S&P Global

Moody-Hadi-MLOps

Moody Hadi

Group Manager - New Product Development & Financial Engineering

S&P Global

 

Shreya-Shankar-MLOps

Shreya Shankar

ML Engineer

Ph.D. Candidate, UC Berkeley

Ganesh-N

Ganesh Nagarathnam

Senior Director, Machine Learning Engineering & Operations

S&P Global

 

Sebastian-Schelter-MLOps

Sebastian Schelter

Assistant Professor

University of Amsterdam

 

Schedule

 

12:00 pm ET

Verta MLOps Salon Welcome and Kickoff

12:05 pm ET

MLOps Drivers For an Analytics Platform

Ganesh Nagarathnam - Senior Director, Machine Learning Engineering & Operations at S&P Global
Ashish Gupta - Lead Engineer, Machine Learning at S&P Global
Moody Hadi - Group Manager, New Product Development & Financial Engineering at S&P Global

12:35 pm ET

Operations and monitoring of production ML at Condé Nast

Max Cantor - Software Engineer, Machine Learning at Condé Nast

1:05 pm ET

Debugging Production Machine Learning Models

Shreya Shankar - Machine Learning Engineer, formerly Viaduct.ai

1:35 pm ET

Panel Discussion: Future of Model Monitoring

Manasi Vartak (Moderator)- Founder and CEO at Verta
Ganesh Nagarathnam - Senior Director, Machine Learning Engineering & Operations at S&P Global
Shreya Shankar - ML Engineer, Ph.D. Candidate, UC Berkeley
Sebastian Schelter - Assistant Professor at University of Amsterdam
Max Cantor - Software Engineer, Machine Learning at Condé Nast

2:30 pm ET

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