Speaker

Hao Xu

Hao Xu

JP Morgan & Chase, Lead Software Engineer

San Francisco, California, United States

Actions

I currently serve as a Lead Software Engineer at JP Morgan & Chase within the Payments team, having previously held a position on the ML Platform team at Affirm. My specialization lies in developing feature stores, data pipelines, and ML serving systems, with a strong focus on efficient data analysis and modeling. I employ advanced tools such as Feast, Apache Spark, and Flink to enhance data processing capabilities at scale. Committed to innovation, I am dedicated to crafting scalable machine learning solutions that propel business growth and success.

Area of Expertise

  • Finance & Banking
  • Information & Communications Technology

Topics

  • Data Platform
  • Machine Leaning
  • Artificial Inteligence
  • Big Data
  • Infrastructure

Use Apache Beam to build Machine Learning Feature System at Affirm

In this session, we will explore how Affirm use Apache Beam to build a unified transformation engine within a machine learning feature store. We will demonstrate how to leverage Apache Beam to enable machine learning in various business cases, such as fraud detection, underwriting, and growth. By doing so, we'll establish an efficient framework that can improve the development velocity of machine learning engineers."

Hao Xu

JP Morgan & Chase, Lead Software Engineer

San Francisco, California, United States

Actions

Please note that Sessionize is not responsible for the accuracy or validity of the data provided by speakers. If you suspect this profile to be fake or spam, please let us know.

Jump to top