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SPEAKERS
Alex Ratner
Alex Ratner
CEO and co-founder
SNORKEL AI
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Daphne Koller
Daphne Koller
Founder and CEO
INSITRO
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Rich Baich
Rich Baich
Chief Information Security Officer
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Ron Papka
Ron Papka
Managing Director
BANK OF AMERICA
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Chris Re
Chris Re
Co-founder
SNORKEL AI
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Matei Zaharia
Matei Zaharia
Cofounder & Chief Technologist
DATABRICKS
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Xuedong Huang
Xuedong Huang
Technical Fellow and Chief Technology Officer Azure AI
MICROSOFT
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Peter Mattson
Peter Mattson
President
MLCommons
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Abhishek Ratna
Abhishek Ratna
TensorFlow Core ML
GOOGLE
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Ahmad Khan
Ahmad Khan
Head of AI/ML Strategy
SNOWFLAKE
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Amy Hodler
Amy Hodler
Sr. Director, Graph Evangelism and Product Marketing
RELATIONAL AI
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Anirudh Koul
Anirudh Koul
Head of ML & Labeling Sciences
Pinterest
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Anoop Sinha
Anoop Sinha
Sr. Applied Research Scientist Manager
META AI
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Bayan Bruss
Bayan Bruss
Sr. Director, Applied ML Research
CAPITAL ONE
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Braden Hancock
Braden Hancock
Co-founder & Head of Technology
SNORKEL AI
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Bryan Richardson
Bryan Richardson
Associate Partner
MCKINSEY & COMPANY
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Ce Zhang
Ce Zhang
Assistant Professor
ETH ZURICH
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Chenguang Zhu
Chenguang Zhu
Principal Research Manager
MICROSOFT
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Chip Huyen
Chip Huyen
Co-Founder & CEO
CLAYPOT AI
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Cody Coleman
Cody Coleman
Co-Founder and CEO
Coactive AI
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Curtis Northcutt
Curtis Northcutt
CEO & Co-Founder
Cleanlab
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Daniel Wu
Daniel Wu
Head of AI & Machine Learning, Commercial Banking
JPMORGAN CHASE
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Devang Sachdev
Devang Sachdev
VP of Marketing
SNORKEL AI
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Dillon Laird
Dillon Laird
Engineering Manager
LANDING AI
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Erin Babinsky
Erin Babinsky
Data Scientist
CAPITAL ONE
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Fait Poms
Fait Poms
Senior Applied Research Scientist
Snorkel AI
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Frederic Sala
Frederic Sala
Assistant Professor
UNIVERSITY OF WISCONSIN CS
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Gary Kazantsev
Gary Kazantsev
Head of Quant Technology Strategy
BLOOMBERG
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Hamsa Bastani
Hamsa Bastani
Assistant Professor of Operations, Information, and Decisions
WHARTON SCHOOL, UNIVERSITY OF PENNSYLVANIA
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Henry Ehrenberg
Henry Ehrenberg
Co-founder
Snorkel AI
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Ian Eisenberg
Ian Eisenberg
Head of Data Science
CREDO AI
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Ihab Ilyas
Ihab Ilyas
Professor, University of Waterloo; Head of Knowledge Graph Platform, Apple
UNIVERSITY OF WATERLOO, APPLE
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Imen Grida Ben Yahia
Imen Grida Ben Yahia
Tech Lead - AI Empowered Networks Program
ORANGE
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Jack Zhou
Jack Zhou
Product Manager
ARIZE AI
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Jacomo Corbo
Jacomo Corbo
Chief Scientist and Cofounder
QUANTUMBLACK
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James Zou
James Zou
Assistant Professor
STANFORD UNIVERSITY
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Jan Neumann
Jan Neumann
VP, Machine Learning
COMCAST
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Jason Fries
Jason Fries
Research Scientist
STANFORD UNIVERSITY
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Jason Goldfarb
Jason Goldfarb
Senior Data Scientist
STATE FARM
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John Cadley
John Cadley
Bioinformatics Engineer
MSKCC
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Julien Simon
Julien Simon
Chief Evangelist
HUGGING FACE
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Karla Arteaga
Karla Arteaga
Executive Operations Associate
SNORKEL AI
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Kevin Petrie
Kevin Petrie
Vice President of Research
ECKERSON GROUP
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Kishore Mosaliganti
Kishore Mosaliganti
Head of Data ML
CAPITAL ONE
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Madhu Lokanath
Madhu Lokanath
Engineering Manager - Product Owner MetaPix - A DataCentric AI Development Platform
FORD MOTOR COMPANY
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Mike Trizna
Mike Trizna
Data Scientist
SMITHSONIAN INSTITUTION
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Monisha Manoharan
Monisha Manoharan
Machine Learning Engineer
SCHLUMBERGER
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Nyla Worker
Nyla Worker
Product Manager
NVIDIA
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Peter Davio
Peter Davio
CTO
BLACK SWAN DATA
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Prasanna Balaprakash
Prasanna Balaprakash
Computer Scientist
ARGONNE NATIONAL LABRATORY
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Ravi Gopalakrishnan
Ravi Gopalakrishnan
Global Head of Commercial Data Science
ASTRAZENECA
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Ravi Teja Mullapudi
Ravi Teja Mullapudi
Research Scientist
SNORKEL AI
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Richard Finkelman
Richard Finkelman
Managing Director
BERKELEY RESEARCH GROUP LLC
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Robert Crowe
Robert Crowe
TensorFlow Developer Engineeer
GOOGLE
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Sakshi Jain
Sakshi Jain
Senior Manager of Responsible AI (Equity and Explainability)
LINKEDIN
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Sam Charrington
Sam Charrington
Host, The TWIML AI Podcast
TWIML
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Sebastian Ruder
Sebastian Ruder
Research Scientist
GOOGLE
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Sharon Li
Sharon Li
Assistant Professor
UNIVERSITY OF WISCONSIN- MADISON
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Sirisha Rella
Sirisha Rella
Technical Product Marketing Manager
NVIDIA
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Stefano Lindt
Stefano Lindt
Head of Technology, ISV, and GTM Partnerships
SAMBANOVA
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Subratta Chatterjee
Subratta Chatterjee
Principal Data Scientist
MSKCC
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Stephen Bach
Stephen Bach
Assistant Professor of Computer Science
Brown University
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Sourabh Deb
Sourabh Deb
SVP, Artificial Intelligence Centre of Excellence (AI COE)
CITI
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Swaroop Kalasapur
Swaroop Kalasapur
Head - Technology Innovation Center
SCHLUMBERGER
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Swati Gupta
Swati Gupta
Fouts Family Early Career Professor
GEORGIA INSTITUTE OF TECHNOLOGY
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Timo Mertens
Timo Mertens
Head of ML and NLP Products
GRAMMARLY
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Ty Tinker
Ty Tinker
Data Scientist
KEYBANK
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Vijay Janapa Reddi
Vijay Janapa Reddi
John L. Loeb Associate Professor of Engineering and Applied Sciences
HARVARD UNIVERSITY
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William Huang
William Huang
Senior Data Scientist
CAPITAL ONE
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AGENDA
All Tracks Data Techniques Applications
Aug 3
3:29 PM - 4:00 PM CUT
Operationalizing Knowledge for Data-Centric AI

MAIN STAGE

Alex Ratner, CEO & Co-founder, Snorkel AI

Alex Ratner
A.R
4:00 PM - 4:30 PM CUT
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

Ron Papka
R.P
Henry Ehrenberg
H.E
4:30 PM - 5:00 PM CUT
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

Rich Baich
R.B
5:00 PM - 5:30 PM CUT
Automating Data Quality Remediation With AI

DATA TRACK

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

Jacomo Corbo
J.C
Bryan Richardson
B.R
5:00 PM - 5:30 PM CUT
Scaling NLP to the Next 1,000 Languages

APPLICATIONS TRACK

Sebastian Ruder, Research Scientist, Google

Sebastian Ruder
S.R
5:00 PM - 5:30 PM CUT
Responsible Data-Centric AI for Healthcare and Medicine

TECHNIQUES TRACK

James Zou, Assistant Professor, Stanford University

James Zou
J.Z
5:30 PM - 6:00 PM CUT
Mindful Reset with Karla

MAIN STAGE BREAK

Karla Arteaga, Executive Operations Associate, Snorkel AI

Karla Arteaga
K.A
6:00 PM - 6:30 PM CUT
Combining Human and Artificial Intelligence With Human-In-The-Loop ML

DATA TRACK

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

Daniel Wu
D.W
6:00 PM - 6:30 PM CUT
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

Erin Babinsky
E.B
Bayan Bruss
B.B
Kishore Mosaliganti
K.M
6:00 PM - 6:30 PM CUT
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,...

Jason Fries
J.F
Frederic Sala
F.S
Fait Poms
F.P
Stephen Bach
S.B
6:30 PM - 7:00 PM CUT
Mining and Refining Unstructured Data at Schlumberger

APPLICATIONS TRACK

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

Monisha Manoharan
M.M
Swaroop Kalasapur
S.K
6:30 PM - 7:00 PM CUT
Platform for Real-Time Machine Learning

TECHNIQUES TRACK

Chip Huyen, Co-founder & CEO, Claypot AI

Chip Huyen
C.H
6:30 PM - 7:00 PM CUT
Petabyte-Level Learning

DATA TRACK

Peter Davio, CTO, Black Swan Data

Peter Davio
P.D
7:00 PM - 7:30 PM CUT
Transforming Drug Discovery Using Digital Biology

APPLICATIONS TRACK

Daphne Koller, CEO and Founder, Insitro

Daphne Koller
D.K
7:00 PM - 7:30 PM CUT
DataPerf: Benchmarks for Data-Centric AI Development

DATA TRACK

Vijay Janapa Reddi, Senior Data Scientist, Harvard University

Vijay Janapa Reddi
V.J
7:00 PM - 7:30 PM CUT
Detecting Data Distributional Shift: Challenges and Opportunities

TECHNIQUES TRACK

Sharon Li, Assistant Professor, University of Wisconsin - Madison

Sharon Li
S.L
7:30 PM - 7:40 PM CUT
Lightning Talk: How to Apply Machine Learning Observability to Your ML System

TECHNIQUES TRACK

Jack Zhou, Product Manager, Arize

 

 

Jack Zhou
J.Z
7:30 PM - 7:40 PM CUT
Lightning Talk: Data-Centric AI at the Smithsonian Institution

APPLICATIONS TRACK

Mike Trizna, Data Scientist, Smithsonian Institution

Mike Trizna
M.T
7:30 PM - 7:40 PM CUT
Lightning Talk: Leveraging NLP to Extract Value From Business Data

DATA TRACK

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

 

Stefano Lindt
S.L
7:40 PM - 7:50 PM CUT
Lightning Talk: Operationalizing Responsible AI

DATA TRACK

Ian Eisenberg, Head of Data Science, Credo AI

Ian Eisenberg
I.E
7:40 PM - 7:50 PM CUT
Lightning Talk: Hyperproductive ML With Hugging Face

TECHNIQUES TRACK

Julien Simon, Chief Evangelist, Hugging Face

Julien Simon
J.S
7:40 PM - 7:50 PM CUT
Lightning Talk: Speech AI Demystified

APPLICATIONS TRACK

Sirisha Rella, Technical Product Marketing Manager, NVIDIA

 

Sirisha Rella
S.R
7:50 PM - 8:00 PM CUT
REFRESH BREAK

Enjoy this 10 minute break!

8:00 PM - 8:30 PM CUT
Leveraging Synthetic Data to Train Perception Models Using NVIDIA Omniverse Replicator

DATA TRACK

Nyla Worker, Product Manager, NVIDIA

Nyla Worker
N.W
8:00 PM - 8:30 PM CUT
Scalable SQL + Python ML Pipelines in the Cloud

TECHNIQUES TRACK

Ahmad Khan, Head of AI/ML Strategy, Snowflake

Ahmad Khan
A.K
8:00 PM - 8:30 PM CUT
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

Prasanna Balaprakash
P.B
8:30 PM - 9:00 PM CUT
Data-Centric AI at Comcast in Voice and Conversational Interfaces

APPLICATIONS TRACK

Jan Neumann, VP, Machine Learning, Comcast

Jan Neumann
J.N
8:30 PM - 9:00 PM CUT
Data Selection for Data-Centric AI: Data Quality Over Quantity

DATA TRACK

Cody Coleman, CEO & Co-founder, Coactive AI

Cody Coleman
C.C
8:30 PM - 9:00 PM CUT
Toward Superhuman Communication Assistance

TECHNIQUES TRACK

Timo Mertens, Head of ML and NLP Products, Grammarly

Timo Mertens
T.M
9:00 PM - 9:33 PM CUT
What Can Data-Centric AI Learn From Data & ML Engineering?

MAIN STAGE

Matei Zaharia, Chief Technologist, Databricks

Matei Zaharia
M.Z
Aug 4
3:29 PM - 4:00 PM CUT
A Wholistic Representation Towards Integrated AI

MAIN STAGE

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

 

Chenguang Zhu
C.Z
Xuedong Huang
X.H
4:00 PM - 4:30 PM CUT
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

Sourabh Deb
S.D
Devang Sachdev
D.S
Richard Finkelman
R.F
4:30 PM - 5:00 PM CUT
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

Subratta Chatterjee
S.C
John Cadley
J.C
5:00 PM - 5:30 PM CUT
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

Hamsa Bastani
H.B
5:00 PM - 5:30 PM CUT
Holoclean and Kamino: Structured Learning for Data Cleaning and Private Data Generation

TECHNIQUES TRACK

Ihab Ilyas, Head of Knowledge Graph Platform, Apple

Ihab Ilyas
I.I
5:00 PM - 5:30 PM CUT
Our Journey to Data-Centric AI

DATA TRACK

Chris Re, Co-founder, Snorkel AI 

Chris Re
C.R
5:30 PM - 6:00 PM CUT
Mindful Reset with Karla

MAIN STAGE

Karla Arteaga, Executive Operations Associate, Snorkel AI

Karla Arteaga
K.A
6:00 PM - 6:30 PM CUT
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...

Swati Gupta
S.G
Kevin Petrie
K.P
Imen Grida Ben Yahia
I.G
6:00 PM - 6:30 PM CUT
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

 

Braden Hancock
B.H
Sam Charrington
S.C
Anoop Sinha
A.S
6:00 PM - 6:30 PM CUT
Data for AI & AI for Data

DATA TRACK

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

Ravi Teja Mullapudi
R.T
Madhu Lokanath
M.L
6:30 PM - 7:00 PM CUT
Principles of Data-Centric AI development

APPLICATIONS TRACK

Alex Ratner, CEO and Co-founder, Snorkel AI

Alex Ratner
A.R
6:30 PM - 7:00 PM CUT
Building Machine Learning Systems for the Era of Data-Centric AI

TECHNIQUES TRACK

Ce Zhang, Assistant Professor, ETH Zurich

Ce Zhang
C.Z
6:30 PM - 7:00 PM CUT
LandingLens: A Journey in Democratizing AI

DATA TRACK

Dillon Laird, Engineering Manager, Landing AI

Dillon Laird
D.L
7:00 PM - 7:30 PM CUT
Data and Manual Annotation Monitoring for Training Data Management

TECHNIQUES TRACK

William Huang, Senior Data Scientist, Capital One

William Huang
W.H
7:00 PM - 7:30 PM CUT
NASA SpaceML Worldview Search: A NoCode Earth & Natural Disaster Dataset Curator From Unlabeled Petabyte Scale Imagery

DATA TRACK

Anirudh Koul, AI Researcher, Pinterest

Anirudh Koul
A.K
7:00 PM - 7:30 PM CUT
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

Ravi Gopalakrishnan
R.G
7:30 PM - 8:00 PM CUT
BREAK

Enjoy this 30 minute break! 

8:00 PM - 8:30 PM CUT
Cleanlab: AI for Correcting Errors in Any Dataset

TECHNIQUES TRACK

Curtis Northcutt, CEO & Co-founder, Cleanlab

Curtis Northcutt
C.N
8:00 PM - 8:30 PM CUT
Panel: Practical Paths to Data-Centricity in Applied AI

APPLICATIONS TRACK

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

 

Abhishek Ratna
A.R
Robert Crowe
R.C
8:00 PM - 8:30 PM CUT
Reusable Data Cleaning Pipelines in Python

DATA TRACK

Jason Goldfarb, Senior Data Scientist, State Farm

Jason Goldfarb
J.G
8:30 PM - 9:00 PM CUT
Closer Look at Fairness in Jobs Ecosystem

TECHNIQUES TRACK

Sakshi Jain, Senior Manager, Responsible AI, Linkedin

Sakshi Jain
S.J
8:30 PM - 8:40 PM CUT
Lightning Talk: Reclaim Predictive Data With Knowledge Graphs

DATA TRACK

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


Amy Hodler
A.H
8:30 PM - 9:00 PM CUT
Recommender Systems at KeyBank

APPLICATIONS TRACK

Ty Tinker, Data Scientist, KeyBank

Ty Tinker
T.T
8:40 PM - 9:00 PM CUT
BREAK

Enjoy this 20 minute break! 

9:00 PM - 9:40 PM CUT
MLCommons and Public Datasets

MAIN STAGE

Peter Mattson, Senior Staff Engineer, Google

Peter Mattson
P.M
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