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

MAIN STAGE

Alex Ratner, CEO & Co-founder, Snorkel AI

  • Alex Ratner
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

  • Ron Papka
  • Henry Ehrenberg
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

  • Rich Baich
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.

  • Bryan Richardson
  • Jacomo Corbo
5:00 PM - 5:30 PM UTC
Scaling NLP to the Next 1,000 Languages

APPLICATIONS TRACK

Sebastian Ruder, Research Scientist, Google

  • Sebastian Ruder
5:00 PM - 5:30 PM UTC
Responsible Data-Centric AI for Healthcare and Medicine

TECHNIQUES TRACK

James Zou, Assistant Professor, Stanford University

  • James Zou
5:30 PM - 6:00 PM UTC
Mindful Reset with Karla

MAIN STAGE BREAK

Karla Arteaga, Executive Operations Associate, Snorkel AI

  • Karla Arteaga
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

  • Daniel Wu
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

  • Bayan Bruss
  • Erin Babinsky
  • Kishore Mosaliganti
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,...

  • Fait Poms
  • Frederic Sala
  • Jason Fries
  • Stephen Bach
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

  • Monisha Manoharan
  • Swaroop Kalasapur
6:30 PM - 7:00 PM UTC
Platform for Real-Time Machine Learning

TECHNIQUES TRACK

Chip Huyen, Co-founder & CEO, Claypot AI

  • Chip Huyen
6:30 PM - 7:00 PM UTC
Petabyte-Level Learning

DATA TRACK

Peter Davio, CTO, Black Swan Data

  • Peter Davio
7:00 PM - 7:30 PM UTC
Transforming Drug Discovery Using Digital Biology

APPLICATIONS TRACK

Daphne Koller, CEO and Founder, Insitro

  • Daphne Koller
7:00 PM - 7:30 PM UTC
DataPerf: Benchmarks for Data-Centric AI Development

DATA TRACK

Vijay Janapa Reddi, Senior Data Scientist, Harvard University

  • Vijay Janapa Reddi
7:00 PM - 7:30 PM UTC
Detecting Data Distributional Shift: Challenges and Opportunities

TECHNIQUES TRACK

Sharon Li, Assistant Professor, University of Wisconsin - Madison

  • Sharon Li
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

 

 

  • Jack Zhou
7:30 PM - 7:40 PM UTC
Lightning Talk: Data-Centric AI at the Smithsonian Institution

APPLICATIONS TRACK

Mike Trizna, Data Scientist, Smithsonian Institution

  • Mike Trizna
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

 

  • Stefano Lindt
7:40 PM - 7:50 PM UTC
Lightning Talk: Operationalizing Responsible AI

DATA TRACK

Ian Eisenberg, Head of Data Science, Credo AI

  • Ian Eisenberg
7:40 PM - 7:50 PM UTC
Lightning Talk: Hyperproductive ML With Hugging Face

TECHNIQUES TRACK

Julien Simon, Chief Evangelist, Hugging Face

  • Julien Simon
7:40 PM - 7:50 PM UTC
Lightning Talk: Speech AI Demystified

APPLICATIONS TRACK

Sirisha Rella, Technical Product Marketing Manager, NVIDIA

 

  • Sirisha Rella
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

    • Nyla Worker
    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

    • Ahmad Khan
    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

    • Prasanna Balaprakash
    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

    • Jan Neumann
    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

    • Cody Coleman
    8:30 PM - 9:00 PM UTC
    Toward Superhuman Communication Assistance

    TECHNIQUES TRACK

    Timo Mertens, Head of ML and NLP Products, Grammarly

    • Timo Mertens
    9:00 PM - 9:33 PM UTC
    What Can Data-Centric AI Learn From Data & ML Engineering?

    MAIN STAGE

    Matei Zaharia, Chief Technologist, Databricks

    • Matei Zaharia
    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

     

    • Xuedong Huang
    • Chenguang Zhu
    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

    • Devang Sachdev
    • Richard Finkelman
    • Sourabh Deb
    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

    • John Cadley
    • Subratta Chatterjee
    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

    • Hamsa Bastani
    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

    • Ihab Ilyas
    5:00 PM - 5:30 PM UTC
    Our Journey to Data-Centric AI

    DATA TRACK

    Chris Re, Co-founder, Snorkel AI 

    • Chris Re
    5:30 PM - 6:00 PM UTC
    Mindful Reset with Karla

    MAIN STAGE

    Karla Arteaga, Executive Operations Associate, Snorkel AI

    • Karla Arteaga
    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...

    • Imen Grida Ben Yahia
    • Kevin Petrie
    • Swati Gupta
    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

     

    • Anoop Sinha
    • Braden Hancock
    • Sam Charrington
    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

    • Madhu Lokanath
    • Ravi Teja Mullapudi
    6:30 PM - 7:00 PM UTC
    Principles of Data-Centric AI development

    APPLICATIONS TRACK

    Alex Ratner, CEO and Co-founder, Snorkel AI

    • Alex Ratner
    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

    • Ce Zhang
    6:30 PM - 7:00 PM UTC
    LandingLens: A Journey in Democratizing AI

    DATA TRACK

    Dillon Laird, Engineering Manager, Landing AI

    • Dillon Laird
    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

    • William Huang
    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

    • Anirudh Koul
    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

    • Ravi Gopalakrishnan
    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

      • Curtis Northcutt
      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

       

      • Abhishek Ratna
      • Robert Crowe
      8:00 PM - 8:30 PM UTC
      Reusable Data Cleaning Pipelines in Python

      DATA TRACK

      Jason Goldfarb, Senior Data Scientist, State Farm

      • Jason Goldfarb
      8:30 PM - 9:00 PM UTC
      Closer Look at Fairness in Jobs Ecosystem

      TECHNIQUES TRACK

      Sakshi Jain, Senior Manager, Responsible AI, Linkedin

      • Sakshi Jain
      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


      • Amy Hodler
      8:30 PM - 9:00 PM UTC
      Recommender Systems at KeyBank

      APPLICATIONS TRACK

      Ty Tinker, Data Scientist, KeyBank

      • Ty Tinker
      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

        • Peter Mattson
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