AI/ML
Conversational Software Delivery: Leveraging AI to Identify and Address Inefficiencies in Your Delivery
Wednesday Jun 14 / 11:50AM EDT
Are you tired of the inefficiencies in your software development process? Despite advances in technology, many companies still struggle with a process that results in millions of dollars of waste each year. But what if there was a better way?
Lee Rehwinkel
Principal Data Scientist @Planview
Katharine Chajka
Senior Product Manager @Planview Flow Methodology
Going Beyond the Case of Black Box AutoML
Thursday Jun 15 / 01:40PM EDT
Most AutoML tools are black-box tools. They offer no code/low code tools (UI/simple APIs) for practitioners to get started quickly. While this helps beginners, most experienced data scientists/ML practitioners often need more control.
Kiran Kate
Senior Technical Staff Member @IBM Research
Introducing the Hendrix ML Platform: An Evolution of Spotify’s ML Infrastructure
Wednesday Jun 14 / 10:35AM EDT
The rapid advancement of artificial intelligence and machine learning technology has led to exponential growth in the open-source ML ecosystem.
Divita Vohra
Senior Product Manager @Spotify
Mike Seid
Tech Lead for the ML Platform @Spotify
PostgresML: Leveraging Postgres as a Vector Database for AI
Thursday Jun 15 / 10:35AM EDT
With the growing importance of AI and machine learning in modern applications, data scientists and developers are constantly exploring new and efficient ways to store and analyze large amounts of data.
Montana Low
Machine Learning w/ PostgresML
A Bicycle for the (AI) Mind: GPT-4 + Tools
Wednesday Jun 14 / 02:55PM EDT
OpenAI recently introduced GPT-3.5 Turbo and GPT-4, the latest in its series of language models that also power ChatGPT.
Sherwin Wu
Technical Staff @OpenAI
Atty Eleti
Software Engineer @OpenAI
Platform and Features MLEs, a Scalable and Product-Centric Approach for High Performing Data Products
Wednesday Jun 14 / 04:10PM EDT
In this talk, we would go through the lessons learnt in the last couple of years around organising a Data Science Team and the Machine Learning Engineering efforts at Bumble Inc.
Massimo Belloni
Data Science Manager @Bumble
Needle in a 930M Member Haystack: People Search AI @LinkedIn
Thursday Jun 15 / 11:50AM EDT
LinkedIn's search functionality is one of its oldest capabilities, allowing members to search for people they know, or to discover new connections.
Mathew Teoh
Machine Learning @ LinkedIn
Building an Architecture to Predict Customer Behavior in a Revenue-Critical System
Wednesday Jun 14 / 01:40PM EDT
At Neon digital bank in Brazil, we strive to make revenue-impacting predictions based on customer behavior. Building a low latency and high availability distributed system that meets this requirement becomes especially challenging.
Yves Junqueira
Distinguished Software Engineer @Neon