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Agenda

OCTOBER 15TH, 2024 | 8:30 AM - 2:00 PM PT
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All times are PT (GMT -7)
10 min
Kickoff
Kickoff
Kickoff
Kickoff
10 min
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🎙️
Oct 15, 2024
8:30 am

Beyond Feature Stores: Data for AI in Real-time, Batch, and LLMs

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Jim Dowling
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CEO & Co-Founder
,
Hopsworks
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We will explore the journey from traditional Feature Stores to a more comprehensive framework that integrates these diverse data types.

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20 min
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20 min
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Oct 15, 2024
8:40 am

From Feature Store to AI Lakehouse

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Raymond Cunningham
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Engineering Manager
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Hopsworks
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Hopsworks introduces the AI Lakehouse - an extension to the Lakehouse with MLOps capabilities, real-time data support, LLMs and more.

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20 min
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Oct 15, 2024
9:00 am

Uber's GenAI Oncall Co-Pilot Journey

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Paarth Chothani
,
Staff Software Engineer
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Uber
Nicholas Marcott
,
Staff Software Engineer
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Uber
Eduards Sidorovics
,
Senior Software Engineer
,
Uber
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Uber discusses how they built a GenAI Bot to boost on-call efficiency and minimize downtime.

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20 min
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Oct 15, 2024
9:20 am

Chronon, Airbnb's Open Source Feature Engineering Framework

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Pengyu Hou
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Senior Software Engineer
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Airbnb
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Airbnb talks about Chronon - an open-source solution for ML practitioners, ensuring online-offline consistency.

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20 min
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Oct 15, 2024
9:40 am

Serving Real-Time Features at Etsy

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Prachi Poddar
,
ML Engineering Manager
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Etsy
Tianne Cui
,
Senior Software Engineer
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Etsy
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,

Learn more about Etsy’s Rivulet, a real-time feature store, enhancing ML performance by ensuring feature freshness.

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20 min
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Oct 15, 2024
10:10 am

Shepherd: High-Scale, Low-Latency Machine Learning with Flink at Stripe

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Caio Camatta
,
Software Engineer
,
Stripe
Divya Manohar
,
Software Engineer
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Stripe
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,

Stripe explores Shepherd's architecture: Flink, tiled data storage, and an automated control plane for faster feature development.

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20 min
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20 min
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Oct 15, 2024
10:30 am

Real-time Feature Serving for Online Inference

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Elliot Marx
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Co-Founder
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Chalk
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Learn how Chalk built its just-in-time online feature store to enable realistic ML use-cases and serve requests in under 5 milliseconds.

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20 min
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20 min
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🎙️
Oct 15, 2024
10:50 am

The Snowflake Schema Data Model comes to Feature Stores

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Javier de la Rúa Martínez
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Research Engineer
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Hopsworks
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Learn how Hopsworks now supports the Snowflake Schema Data Model, enabling more features via foreign keys in online tables.

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20 min
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Oct 15, 2024
11:10 am

Feature Store as a Service: How Intuit's Feature Store Service Boosts Developer Productivity on One Intuit Platform

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Harish Nagu Sana
,
Staff Software Engineer
,
Intuit
Vijay Kulkarni
,
Engineering Manager
,
Intuit
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,
,

Discover Intuit's strategy for a millisecond-ready Feature Store, enabling developers to build faster, data-driven apps.

More Information
15 min
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Oct 15, 2024
11:40 am

Immutable KV Store on Cassandra

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Chunhao Zhang
,
Senior Software Engineer
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Uber
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Learn how Uber's Michelangelo team uses Cassandra for online prediction, its limitations, and how an immutable store offers a solution.

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15 min
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15 min
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Oct 15, 2024
11:55 am

TurboML’s platform to leverage fresh data for ML

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Arjit Jain
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CTO & Co-Founder
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TurboML
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Learn how TurboML's platform overcomes the challenges posed by real-time data that enable fresher features, faster models and more.

More Information
15 min
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Oct 15, 2024
12:10 pm

Enabling Low Latency Fraud Detection with Real-Time Feature Engineering

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Tun Shwe
,
VP of Data
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Quix
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Learn how to build real-time fraud detection pipelines with Quix Streams, a Python library, for faster, simpler feature computation.

More Information
15 min
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Oct 15, 2024
12:25 pm

Banking on Features: Varo's Feature-Driven Approach to Smart Banking

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Andrew Hwang
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Staff Machine Learning Engineer
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Varo Bank
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Varo Bank uses its feature platform to embed data & ML in products, supporting traditional and innovative use cases for financial growth.

More Information
15 min
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Oct 15, 2024
12:50 pm

Large-Scale Embedding Feature Generation at Uber

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Dhruva Dixith Kurra
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Senior Machine Learning Engineer
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Uber
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Explore how Uber uses embeddings for ML systems, covering their lifecycle, from creation to deployment, and their impact on performance.

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15 min
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Oct 15, 2024
1:05 pm

How Roche’s Data Platform accelerates Feature Engineering through Generative AI

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Vishakha Sharma
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Senior Principal Data Scientist
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Roche Diagnostics
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Discover how Roche’s data platform uses GenAI to transform feature engineering, enhancing healthcare analytics.

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15 min
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Oct 15, 2024
1:20 pm

Fennel's Primitives for maintaining Data & Feature Quality

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Nikhil Garg
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Co-Founder & CEO
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Fennel
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Learn seven key primitives from Fennel that ensure data and features are reliable and trustworthy for high-quality ML models.

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10 min
Wrap up
Wrap up
Wrap up
Wrap up
10 min
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🎙️
Oct 15, 2024
1:50 pm

Wrap-up

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Jim Dowling
,
CEO & Co-Founder
,
Hopsworks
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Jim Dowling wraps up the event.

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