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SPEAKERS

Alex Ratner

CEO and co-founder

SNORKEL AI

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Daphne Koller

Founder and CEO

INSITRO

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Rich Baich

Chief Information Security Officer

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Ron Papka

Managing Director

BANK OF AMERICA

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Chris Re

Co-founder

SNORKEL AI

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Matei Zaharia

Cofounder & Chief Technologist

DATABRICKS

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Xuedong Huang

Technical Fellow and Chief Technology Officer Azure AI

MICROSOFT

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Peter Mattson

President

MLCommons

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Abhishek Ratna

TensorFlow Core ML

GOOGLE

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Ahmad Khan

Head of AI/ML Strategy

SNOWFLAKE

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Amy Hodler

Sr. Director, Graph Evangelism and Product Marketing

RELATIONAL AI

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Anirudh Koul

Head of ML & Labeling Sciences

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Anoop Sinha

Sr. Applied Research Scientist Manager

META AI

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Bayan Bruss

Sr. Director, Applied ML Research

CAPITAL ONE

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Braden Hancock

Co-founder & Head of Technology

SNORKEL AI

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Bryan Richardson

Associate Partner

MCKINSEY & COMPANY

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Ce Zhang

Assistant Professor

ETH ZURICH

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Chenguang Zhu

Principal Research Manager

MICROSOFT

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Chip Huyen

Co-Founder & CEO

CLAYPOT AI

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Cody Coleman

Co-Founder and CEO

Coactive AI

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Curtis Northcutt

CEO & Co-Founder

Cleanlab

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Daniel Wu

Head of AI & Machine Learning, Commercial Banking

JPMORGAN CHASE

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Devang Sachdev

VP of Marketing

SNORKEL AI

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Dillon Laird

Engineering Manager

LANDING AI

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Erin Babinsky

Data Scientist

CAPITAL ONE

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Fait Poms

Senior Applied Research Scientist

Snorkel AI

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Frederic Sala

Assistant Professor

UNIVERSITY OF WISCONSIN CS

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Gary Kazantsev

Head of Quant Technology Strategy

BLOOMBERG

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Hamsa Bastani

Assistant Professor of Operations, Information, and Decisions

WHARTON SCHOOL, UNIVERSITY OF PENNSYLVANIA

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Henry Ehrenberg

Co-founder

Snorkel AI

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Ian Eisenberg

Head of Data Science

CREDO AI

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Ihab Ilyas

Professor, University of Waterloo; Head of Knowledge Graph Platform, Apple

UNIVERSITY OF WATERLOO, APPLE

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Imen Grida Ben Yahia

Tech Lead - AI Empowered Networks Program

ORANGE

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Jack Zhou

Product Manager

ARIZE AI

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Jacomo Corbo

Chief Scientist and Cofounder

QUANTUMBLACK

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James Zou

Assistant Professor

STANFORD UNIVERSITY

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Jan Neumann

VP, Machine Learning

COMCAST

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Jason Fries

Research Scientist

STANFORD UNIVERSITY

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Jason Goldfarb

Senior Data Scientist

STATE FARM

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John Cadley

Bioinformatics Engineer

MSKCC

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Julien Simon

Chief Evangelist

HUGGING FACE

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Karla Arteaga

Executive Operations Associate

SNORKEL AI

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Kevin Petrie

Vice President of Research

ECKERSON GROUP

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Kishore Mosaliganti

Head of Data ML

CAPITAL ONE

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Madhu Lokanath

Engineering Manager - Product Owner MetaPix - A DataCentric AI Development Platform

FORD MOTOR COMPANY

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Mike Trizna

Data Scientist

SMITHSONIAN INSTITUTION

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Monisha Manoharan

Machine Learning Engineer

SCHLUMBERGER

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Nyla Worker

Product Manager

NVIDIA

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Peter Davio

CTO

BLACK SWAN DATA

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Prasanna Balaprakash

Computer Scientist

ARGONNE NATIONAL LABRATORY

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Ravi Gopalakrishnan

Global Head of Commercial Data Science

ASTRAZENECA

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Ravi Teja Mullapudi

Research Scientist

SNORKEL AI

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Richard Finkelman

Managing Director

BERKELEY RESEARCH GROUP LLC

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Robert Crowe

TensorFlow Developer Engineeer

GOOGLE

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Sakshi Jain

Senior Manager of Responsible AI (Equity and Explainability)

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Sam Charrington

Host, The TWIML AI Podcast

TWIML

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Sebastian Ruder

Research Scientist

GOOGLE

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Sharon Li

Assistant Professor

UNIVERSITY OF WISCONSIN- MADISON

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Sirisha Rella

Technical Product Marketing Manager

NVIDIA

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Stefano Lindt

Head of Technology, ISV, and GTM Partnerships

SAMBANOVA

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Subratta Chatterjee

Principal Data Scientist

MSKCC

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Stephen Bach

Assistant Professor of Computer Science

Brown University

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Sourabh Deb

SVP, Artificial Intelligence Centre of Excellence (AI COE)

CITI

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Swaroop Kalasapur

Head - Technology Innovation Center

SCHLUMBERGER

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Swati Gupta

Fouts Family Early Career Professor

GEORGIA INSTITUTE OF TECHNOLOGY

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Timo Mertens

Head of ML and NLP Products

GRAMMARLY

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Ty Tinker

Data Scientist

KEYBANK

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Vijay Janapa Reddi

John L. Loeb Associate Professor of Engineering and Applied Sciences

HARVARD UNIVERSITY

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William Huang

Senior Data Scientist

CAPITAL ONE

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AGENDA

All Dates

Aug 3

3:29 PM - 4:00 PM UTC

Operationalizing Knowledge for Data-Centric AI

MAIN STAGE

Alex Ratner, CEO & Co-founder, Snorkel AI

A.R

4:00 PM - 4:30 PM UTC

Fireside Chat: Adopting Data-Centric AI in Financial Service

MAIN STAGE

Henry Ehrenberg, Co-founder, Snorkel AI
Ron Papka, Head of Modeling, NLP, and Analytics for Global Banking Technology, Bank of America

R.P

H.E

4:30 PM - 5:00 PM UTC

Knowing, Getting and Using Cyber Data to Enable Your Cyber Team to Be Proactive and Preemptive

MAIN STAGE

Rich Baich, Chief Information Security Officer, CIA

R.B

5:00 PM - 5:30 PM UTC

Automating Data Quality Remediation With AI

DATA TRACK

Bryan Richardson, Associate Partner, McKinsey & Co.
Jacomo Corbo, Chief Scientist, McKinsey & Co.

J.C

B.R

5:00 PM - 5:30 PM UTC

Scaling NLP to the Next 1,000 Languages

APPLICATIONS TRACK

Sebastian Ruder, Research Scientist, Google

S.R

5:00 PM - 5:30 PM UTC

Responsible Data-Centric AI for Healthcare and Medicine

TECHNIQUES TRACK

James Zou, Assistant Professor, Stanford University

J.Z

5:30 PM - 6:00 PM UTC

Mindful Reset with Karla

MAIN STAGE BREAK

Karla Arteaga, Executive Operations Associate, Snorkel AI

K.A

6:00 PM - 6:30 PM UTC

Combining Human and Artificial Intelligence With Human-In-The-Loop ML

DATA TRACK

Daniel Wu, Head of AI & Machine Learning, Commercial Banking, JPMorgan Chase

D.W

6:00 PM - 6:30 PM UTC

Panel: Data-Centric AI at Capital One

APPLICATIONS TRACK

Bayan Bruss, Sr. Director, Applied ML Research, Capital One
Erin Babinsky, Director, Data Science, Capital One
Kishore Mosaliganti, Head of Data ML, Capital One

E.B

B.B

K.M

6:00 PM - 6:30 PM UTC

Panel: Exploring New Frontiers of Weak Supervision

TECHNIQUES TRACK

Fait Poms, Senior Applied Research Scientist, Snorkel AI
Frederic Sala, Assistant Professor, University of Wisconsin CS
Jason Fries, Research Scientist, Stanford University
Stephen Bach,...

J.F

F.S

F.P

S.B

6:30 PM - 7:00 PM UTC

Mining and Refining Unstructured Data at Schlumberger

APPLICATIONS TRACK

Monisha Manoharan, Machine Learning Engineer, Schlumberger
Swaroop Kalasapur, Head - Technology Innovation Center, Schlumberger

M.M

S.K

6:30 PM - 7:00 PM UTC

Platform for Real-Time Machine Learning

TECHNIQUES TRACK

Chip Huyen, Co-founder & CEO, Claypot AI

C.H

6:30 PM - 7:00 PM UTC

Petabyte-Level Learning

DATA TRACK

Peter Davio, CTO, Black Swan Data

P.D

7:00 PM - 7:30 PM UTC

Transforming Drug Discovery Using Digital Biology

APPLICATIONS TRACK

Daphne Koller, CEO and Founder, Insitro

D.K

7:00 PM - 7:30 PM UTC

DataPerf: Benchmarks for Data-Centric AI Development

DATA TRACK

Vijay Janapa Reddi, Senior Data Scientist, Harvard University

V.J

7:00 PM - 7:30 PM UTC

Detecting Data Distributional Shift: Challenges and Opportunities

TECHNIQUES TRACK

Sharon Li, Assistant Professor, University of Wisconsin - Madison

S.L

7:30 PM - 7:40 PM UTC

Lightning Talk: How to Apply Machine Learning Observability to Your ML System

TECHNIQUES TRACK

Jack Zhou, Product Manager, Arize

J.Z

7:30 PM - 7:40 PM UTC

Lightning Talk: Data-Centric AI at the Smithsonian Institution

APPLICATIONS TRACK

Mike Trizna, Data Scientist, Smithsonian Institution

M.T

7:30 PM - 7:40 PM UTC

Lightning Talk: Leveraging NLP to Extract Value From Business Data

DATA TRACK

Stefano Lindt, Head of Technology, ISV, and GTM Partnerships, Sambanova

S.L

7:40 PM - 7:50 PM UTC

Lightning Talk: Operationalizing Responsible AI

DATA TRACK

Ian Eisenberg, Head of Data Science, Credo AI

I.E

7:40 PM - 7:50 PM UTC

Lightning Talk: Hyperproductive ML With Hugging Face

TECHNIQUES TRACK

Julien Simon, Chief Evangelist, Hugging Face

J.S

7:40 PM - 7:50 PM UTC

Lightning Talk: Speech AI Demystified

APPLICATIONS TRACK

Sirisha Rella, Technical Product Marketing Manager, NVIDIA

S.R

7:50 PM - 8:00 PM UTC

REFRESH BREAK

Enjoy this 10 minute break!

8:00 PM - 8:30 PM UTC

Leveraging Synthetic Data to Train Perception Models Using NVIDIA Omniverse Replicator

DATA TRACK

Nyla Worker, Product Manager, NVIDIA

N.W

8:00 PM - 8:30 PM UTC

Scalable SQL + Python ML Pipelines in the Cloud

TECHNIQUES TRACK

Ahmad Khan, Head of AI/ML Strategy, Snowflake

A.K

8:00 PM - 8:30 PM UTC

Extracting the Impact of Climate Change From Scientific Literature Using Snorkel-Enabled NLP

APPLICATIONS TRACK

Prasanna Balaprakash, R&D Lead and Computer Scientist, Argonne National Lab

P.B

8:30 PM - 9:00 PM UTC

Data-Centric AI at Comcast in Voice and Conversational Interfaces

APPLICATIONS TRACK

Jan Neumann, VP, Machine Learning, Comcast

J.N

8:30 PM - 9:00 PM UTC

Data Selection for Data-Centric AI: Data Quality Over Quantity

DATA TRACK

Cody Coleman, CEO & Co-founder, Coactive AI

C.C

8:30 PM - 9:00 PM UTC

Toward Superhuman Communication Assistance

TECHNIQUES TRACK

Timo Mertens, Head of ML and NLP Products, Grammarly

T.M

9:00 PM - 9:33 PM UTC

What Can Data-Centric AI Learn From Data & ML Engineering?

MAIN STAGE

Matei Zaharia, Chief Technologist, Databricks

M.Z

Aug 4

3:29 PM - 4:00 PM UTC

A Wholistic Representation Towards Integrated AI

MAIN STAGE

Xuedong Huang, Technical Fellow and Chief Technology Officer, Azure AI

C.Z

X.H

4:00 PM - 4:30 PM UTC

Panel: Adopting Data-Centric AI at Enterprise Scale

MAIN STAGE

Devang Sachdev, VP of Marketing, Snorkel AI
Richard Finkelmen, Managing Director, Berkeley Research Group LLC
Sourabh Deb, SVP, Artificial Intelligence Centre of Excellence (AI COE), Citi

S.D

D.S

R.F

4:30 PM - 5:00 PM UTC

Programmatically Creating Training Data for ML

MAIN STAGE

John Cadley, Bioinformatics Engineer, Memorial Sloan Cancer Research Center
Subratta Chatterjee, Principal Data Scientist, Memorial Sloan Cancer Research Center

S.C

J.C

5:00 PM - 5:30 PM UTC

Unmasking Human Trafficking Risk in Commercial Sex Supply Chains With Machine Learning

APPLICATIONS TRACK

Hamsa Sridhar Bastani, Assistant Professor of Operations, Information, and Decisions, Wharton School, University of Pennsylvania

H.B

5:00 PM - 5:30 PM UTC

Holoclean and Kamino: Structured Learning for Data Cleaning and Private Data Generation

TECHNIQUES TRACK

Ihab Ilyas, Head of Knowledge Graph Platform, Apple

I.I

5:00 PM - 5:30 PM UTC

Our Journey to Data-Centric AI

DATA TRACK

Chris Re, Co-founder, Snorkel AI

C.R

5:30 PM - 6:00 PM UTC

Mindful Reset with Karla

MAIN STAGE

Karla Arteaga, Executive Operations Associate, Snorkel AI

K.A

6:00 PM - 6:30 PM UTC

Panel: Strategies and Best Practices for Explainable AI

TECHNIQUES TRACK

Imen Grida Ben Yahia, Technical Lead - AI Empowered Networks Program, Orange
Kevin Petrie, VP Research, Eckerson Group
Swati Gupta, Fouts Family Early Career Professor, Georgia Institute...

S.G

K.P

I.G

6:00 PM - 6:30 PM UTC

Panel: Mastering Speech and Search AI With Data-Centric NLP

APPLICATIONS TRACK

Anoop Sinha, Sr. Applied Research Scientist Manager, Meta AI
Braden Hancock, Co-founder and Head of Technology, Snorkel AI
Sam Charrington, Founder, TWIML

B.H

S.C

A.S

6:00 PM - 6:30 PM UTC

Data for AI & AI for Data

DATA TRACK

Madhu Lokanath, Product Owner, Ford
Ravi Teja Mullapudi, Research Scientist, Snorkel AI

R.T

M.L

6:30 PM - 7:00 PM UTC

Principles of Data-Centric AI development

APPLICATIONS TRACK

Alex Ratner, CEO and Co-founder, Snorkel AI

A.R

6:30 PM - 7:00 PM UTC

Building Machine Learning Systems for the Era of Data-Centric AI

TECHNIQUES TRACK

Ce Zhang, Assistant Professor, ETH Zurich

C.Z

6:30 PM - 7:00 PM UTC

LandingLens: A Journey in Democratizing AI

DATA TRACK

Dillon Laird, Engineering Manager, Landing AI

D.L

7:00 PM - 7:30 PM UTC

Data and Manual Annotation Monitoring for Training Data Management

TECHNIQUES TRACK

William Huang, Senior Data Scientist, Capital One

W.H

7:00 PM - 7:30 PM UTC

NASA SpaceML Worldview Search: A NoCode Earth & Natural Disaster Dataset Curator From Unlabeled Petabyte Scale Imagery

DATA TRACK

Anirudh Koul, AI Researcher, Pinterest

A.K

7:00 PM - 7:30 PM UTC

Data-Centric AI/ML Use Cases in Pharma Commercial Operations: Challenges and Opportunities

APPLICATIONS TRACK

Ravi Gopalakrishnan, Global Head of Commercial Data Science and AI, AstraZeneca

R.G

7:30 PM - 8:00 PM UTC

BREAK

Enjoy this 30 minute break!

8:00 PM - 8:30 PM UTC

Cleanlab: AI for Correcting Errors in Any Dataset

TECHNIQUES TRACK

Curtis Northcutt, CEO & Co-founder, Cleanlab

C.N

8:00 PM - 8:30 PM UTC

Panel: Practical Paths to Data-Centricity in Applied AI

APPLICATIONS TRACK

Abhishek Ratna, AI/ML Marketing, Google
Robert Crowe, TensorFlow Developer Engineer, Google

A.R

R.C

8:00 PM - 8:30 PM UTC

Reusable Data Cleaning Pipelines in Python

DATA TRACK

Jason Goldfarb, Senior Data Scientist, State Farm

J.G

8:30 PM - 9:00 PM UTC

Closer Look at Fairness in Jobs Ecosystem

TECHNIQUES TRACK

Sakshi Jain, Senior Manager, Responsible AI, Linkedin

S.J

8:30 PM - 8:40 PM UTC

Lightning Talk: Reclaim Predictive Data With Knowledge Graphs

DATA TRACK

Amy Hodler, Sr. Director, Graph Evangelism and Product Marketing, Relational AI

A.H

8:30 PM - 9:00 PM UTC

Recommender Systems at KeyBank

APPLICATIONS TRACK

Ty Tinker, Data Scientist, KeyBank

T.T

8:40 PM - 9:00 PM UTC

BREAK

Enjoy this 20 minute break!

9:00 PM - 9:40 PM UTC

MLCommons and Public Datasets

MAIN STAGE

Peter Mattson, Senior Staff Engineer, Google

P.M

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