Day 1 - Wednesday Sept 7
7:30am - 9:00am
SDSC22 Team
Registration/Check-in & Breakfast
9:00am - 9:15am
Mark Moyou - Conference Director
Opening Remarks
9:15am - 9:45am
Joel Grus - Goldman Sachs - Vice President of Data Science and Engineering
Simplicity
9:45am - 10:15am
Laura Edell - Microsoft - Chief Data Scientist
Reinforcing the Learning: How RL is paving the next great wave of Data Science
10:15am - 10:45am
Joseph Spisak - Meta - Product Leader AI
Solving Grand Challenges in Math and Science through AI and Open Science
10:45am - 11:15am
Mike Tamir - SIG - Head of Machine Learning and AI
Large Language Models and The Imitation Game
11:15am - 11:30am
Karan Nisar - Weights and Biases - ML Engineer
Effective Tools for ML Teams
11:30am - 12:00pm
Ashim Datta - Upwork - Director of Engineering, Machine Learning
Machine Learning in Marketplaces
12:00pm - 1:00pm
Food + Dessert :)
Lunch
1:00pm - 1:30pm
Chip Huyen - Claypot AI/Stanford - Co-Founder/Adjunct Lecturer
Continuous Evaluation and Deployment for Fast ML Delivery
1:30pm - 2:00pm
Aditya Sthanunathan - The Home Depot - Director of ECommerce Product
Product Management & Data Science: A Love Story
2:00pm - 2:30pm
Braden Hancock - Snorkel AI - Co-founder/Head of Engineering
Building AI Applications from Scratch in a Day with Data-centric AI
2:30pm - 3:00pm
Katie (Porter) Roberts - Neo4J - Data Science Solution Architect
Solving Data Challenges with Knowledge Graphs and Context-Aware Recommendation Systems
3:00pm - 3:30pm
Enjoy the snacks
Coffee Break
3:30pm - 4:00pm
Michael Seid - Spotify - Engineering Manager, Machine Learning Platform
Building Hendrix: Spotify's Machine Learning Platform
4:00pm - 4:15pm
Sam Partee - Redis - Principal Applied AI Engineer
Vector Databases and the Future of AI-powered Search
4:15pm - 4:45pm
Tejaswi Tenneti - Instacart - Sr. Manager, Algorithms and Machine Learning
Machine Learning for Search at Instacart
4:45pm - 5:15pm
Xiquan Cui - The Home Depot - Sr. Manager of Data Science
Building AI-based Recommendation Systems, a value-based approach
5:15pm - 5:45pm
Sarfaraz Hussein - Amazon - Applied Scientist
Needle in a HayStack: Novelty and Outlier Detection
5:45pm - 6:15pm
Joshua Goldstein - Seldon - Solutions Engineer
From Model to Microservice > MLOps at Scale
6:15pm - 6:30pm
Mark Moyou - Conference Director
ATLytiCS Awards Ceremony + Closing Remarks
6:30pm - 7:30pm
Everyone
Reception
Day 2 - Thursday Sept-8
7:30am - 9:00am
SDSC22 Team
Registration/Check-in & Breakfast
8:30am - 8:45am
Mark Moyou - Conference Director
Opening Remarks
8:45am - 9:15am
Bojan Tunguz - NVIDIA - Quadruple Kaggle Grandmaster
The Past, Present and the Future of Machine Learning for Tabular Data
9:15am - 9:45am
Julien Simon - Hugging Face - Chief Evangelist
Machine Learning 2.0 with Hugging Face Transformers
9:45am - 10:15am
Liangjie Hong - LinkedIn - Director of Engineering AI
Computational Jobs Marketplace
10:15am - 10:45am
Benika Hall - NVIDIA - Senior Data Scientist
Model Deployment on GPUs: a Primer
10:45am - 11:15am
Trey Grainger - Presearch - CTO
Data Science for Web3: Building a Decentralized Web Search Engine
11:15am - 11:30am
Justin Dale Collins - TheMathCompany - Associate Principal, Customer Success
Sathya Krishnasamy - The Home Depot - Senior Manager, Data Platforms
The Home Depot's journey on audience-based marketing via Customer DNA and Audience Currency Framework
11:30am - 12:00pm
Stephane Pinel - Mailchimp - Director of Data Science
Mailchimp is like having your own AI Marketing Team
12:00pm - 1:00pm
Marcus Sawyerr - EQ Community - CEO/Founder
Abdel Tefridj - Data Bid Machine - CTO
Lunch + Panel - Data Science Recruitment Market
1:00pm - 1:30pm
Vijay Reddy - Google - Head of Artificial Intelligence Services (US East, Latin America)
Tales from the Field: Data Science Lessons Learned the Hard Way
1:30pm - 2:00pm
Marcus Eagan - MongoDB - Staff Search Product Manager
Vector Search and a Conversation with your Users
2:00pm - 2:30pm
Aaron Richter - Squarespace - Sr. Data Engineer
Embracing SQL in Data Science Workflows
2:30pm -3:00pm
Aishwarya Srinivasan - Google Cloud - Data Scientist, LinkedIn Top Voice Data & AI (300K+ Followers)
Towards Responsible AI in Production for Consumer Product Organizations
3:00pm - 3:30pm
Enjoy the snacks
Coffee Break
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3:30pm - 4:00pm
Dennis Ramdass - VMWare - Director of Engineering
Building a Security Analytics Platform using Federated Machine Learning
4:00pm - 4:30pm
Divya Sreepat - Google - ML Engineer
Keras: Deep Learning Made Easier
4:30pm - 5:00pm
Jaya Kawale - Tubi - VP of Engineering, Machine Learning
Machine Learning at Tubi: Powering Free Movies, TV and News for All
5:00pm - 5:30pm
Rosie Min - Google - AI Consultant
How Feature Stores save you from the Mundane
5:30pm - 5:45pm
Mark Moyou - Conference Director
Closing Remarks
Day 3 - Friday Sept-9
8:00am - 9:00am
SDSC22 Team
Registration/Check-in & Breakfast
9:00am - 11:00am
Workshop Instructors
Lecture
11:00am - 12:00pm
Lunch
Coffee Break
12:00pm - 1:00pm
Workshop Instructor
Lecture
1:30pm - 1:45pm
Enjoy the snacks
Coffee Break
1:45pm - 3:00pm
Workshop Instructor
Lecture + Closing