Arize:Observe, a one-day Summit is the first conference dedicated solely to ML observability from both a business and technical perspective. More than a mere user conference, Arize:Observe features presentations and panels from industry thought leaders and ML teams across industries.

Designed to tackle both the basics and most challenging questions and use cases, attendees can expect to learn more about performance monitoring and troubleshooting, data quality and drift monitoring and troubleshooting, ML observability in the world of unstructured data, explainability, business impact analysis, operationalizing ethical AI, and more.

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Keynote - Observe

Arize keynote

Jason Lopatecki, Founder and CEO, Arize AI
Aparna Dhinakaran, Co-Founder and CPO, Arize AI

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Scaling Your ML Practice

Chintan Turakhia, Director of Engineering, Coinbase
Korri Jones, Sr. Lead Machine Learning Engineer, Chick-fil-A
Wendy Foster, Director of Engineering Data Science, Shopify
Jason Lopatecki, Co-Founder and CEO, Arize AI

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Closing the Gap Between AI Teams and Business Executives: a Fireside Chat With Disney Streaming’s Markus Mar-Liu

Markus Mar-Liu, Senior Product Manager, Disney Streaming
Aman Khan, ML Product Manager, Arize AI

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MLOps: It’s all about the camaraderie!

Demetrios Brinkmann, Chief Happiness Engineer, MLOps Community

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Bracing yourself for a world of data-centric AI

Mike Del Balso, Co-founder & CEO, Tecton
Dan Jefferies, Chief Technical Evangelist, Pachyderm / Managing Director, AIIA
Diego Oppenheimer, Executive Vice President, DataRobot
Robert Nishihara, Co-Founder & CEO, Anyscale
Jason Lopatecki, Founder and CEO, Arize AI

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Embedding Usage and Visualization in Modern ML Systems

Leland McInnes, Founder, UMAP
Chris Moody, Data Platform Engineer, Stitch Fix
Francisco Castillo, Data Scientist, Arize AI

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Using Reinforcement Learning Techniques for Recommender Systems

Claire Longo, Machine Learning Engineering Manager, Opendoor

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Tools and Rules for Responsible AI

Abigail Hing Wen, Novelist, former,Partnership on AI,(moderator)
Reid Blackman, CEO, Virtue Consultants
Manish Raghavan, Postdoctoral Fellow, Harvard Center for Researchon Computation and Society

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Doordash's ML Observability journey

Hien Luu, Head of Machine Learning Platform, DoorDash
Nachiket Paranjape, Machine Learning Platform Engineer, DoorDash

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Breaking Down Barriers: How Women In AI Creates a More Equitable Technological Future

Jennifer Riggens, Journalist,(moderator)
Bahar Sateli, Senior Manager in AI & Advanced Analytics, PwC
Briana Vecchione, PhD Student, Cornell University
Shawn L. Ramirez, PhD Head of Data Science, Shelf Engine

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ML platform builders: Assemble!

Smitha Shyam, Director of Engineering, Uber
Josh Baer, Machine Learning Platform Product Lead, Spotify
Aparna Dhinakaran, Co-Founder and CPO, Arize AI

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Scaling Real-Time Machine Learning at Chime

Akshay Jain, Lead Software Engineer, ML Platform, Chime
Peeyush Agarwal, Lead Software Engineer, ML Platform, Chime

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Workshop: ML Observability for Fraud Detection Models

Amber Roberts, Sales Engineer, Arize AI

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Best Practices of Effective ML Teams

Carey Phelps, Product Lead, Weights & Biases

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Workshop: ML Observability for Churn Prediction Models

Cam Young, Senior Sales Engineer, Arize AI

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From algorithms to applications

Victor Pereboom, CTO, UbiOps

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Workshop: ML Observability Click-Through Rate Models

Dat Ngo, ML Solutions Engineer, Arize AI

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Neptune AI: How "reasonable scale" ML teams keep track of their projects. Lessons from the trenches

Parth Tiwary, Data Scientist, Neptune AI

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Challenges in Monitoring Production ML Pipelines

Shreya Shankar, PhD candidate, RISELab UC Berkeley

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Fireside Chat with Anthony Goldbloom

Anthony Goldbloom, CEO, Kaggle
Aparna Dhinakaran, Co-founder and CPO, Arize AI

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Redesigning Etsy's Machine Learning Platform

Kyle Gallatin, Software Engineer, ML Platform, Etsy
Rob Miles, Sr Engineering Manager, Etsy

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DataOps For The Modern Computer Vision Stack

James Le, Data Advocate, Superb AI

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Featured Speakers

Anthony Goldbloom

CEO, Kaggle

Leland McInnes

Founder, UMAP

Smitha Shyam

Director of Engineering, Uber

Shreya Shankar

PhD Student, RISELab

Bahar Sateli
Bahar Sateli

Senior Manager in AI & Analytics, PwC Canada

Wendy Foster

Director of Engineering Data Science, Shopify

Kyle Gallatin

Software Enginneer, ML Platform, Etsy

Korri Jones

Sr. Lead Machine Learning Engineer, Chick-fil-A

Josh Baer

Machine Learning Platform Product Lead, Spotify

Claire Longo

Machine Learning Manager, Opendoor

Demetrios Brinkmann

Chief Happiness Engineer, MLOps Community

Chris Moody

Data Platform Engineer, Stitchfix

Supported by

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