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Scaling ML at CashApp with Tecton

On Demand

Type

  • Session

Format

  • Hybrid

Track

  • MLOps and DataOps

Room

  • Moscone South | Upper Mezzanine | 156

Duration

  • 35 min
Download session slides

개요

This is a joint talk given by CashApp and Tecton. CashApp’s mobile payment product has stringent technical requirements: scale, reliability, speed. ML-based recommendations are at the core of this service and pose a significant engineering challenge. This talk describes CashApp’s journey through various generations of its core ML capabilities, covering the technical and organizational challenges associated with building large-scale production recommendation systems. The talk finishes with a look at the latest generation of CashApp’s ML platform and highlights how Tecton’s real-time Feature Platform helps CashApp deliver world-class recommendations.

Session Speakers

Headshot of Mike Del Balso

Mike Del Balso

Co-founder

Tecton

Headshot of Michael Barnathan

Michael Barnathan

Head of Applied Machine Learning

Square Up

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