Presented By O’Reilly and Cloudera
Make Data Work
September 11, 2018: Training & Tutorials
September 12–13, 2018: Keynotes & Sessions
New York, NY
Xiaohan Zeng

Xiaohan Zeng
Software Engineer, Airbnb

Xiaohan Zeng is a software engineer on the machine learning infrastructure team at Airbnb. Previously, he worked on the machine learning platform team at Groupon. He holds a degree in chemical engineering from Tsinghua University and Northwestern University but started to pursue a career in software engineering and machine learning after doing research in data science. Outside work, he enjoys reading, writing, traveling, movies, and trying to follow his daughter around when she suddenly decides to practice walking.

Sessions

2:05pm–2:45pm Wednesday, 09/12/2018
Bighead: Airbnb's end-to-end machine learning platform
Location: 1A 08 Level: Beginner
Secondary topics:  Data Platforms, Model lifecycle management, Retail and e-commerce
Atul Kale (Airbnb), Xiaohan Zeng (Airbnb)
Average rating: *****
(5.00, 3 ratings)
Atul Kale and Xiaohan Zeng offer an overview of Bighead, Airbnb's user-friendly and scalable end-to-end machine learning framework that powers Airbnb's data-driven products. Built on Python, Spark, and Kubernetes, Bighead integrates popular libraries like TensorFlow, XGBoost, and PyTorch and is designed be used in modular pieces. Read more.