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Data / ML

The Evolution of Data Science Workbench

June 10, 2021 / Global
Featured image for The Evolution of Data Science Workbench
Figure 1: The various user personas that rely on Data Science Workbench
Figure 2: Architecture graph for DSW Bundle.
Figure 3: Architecture graph for DSW Snapshot
Peng Du

Peng Du

Peng Du is a senior software engineer II with Uber AI. He is the creator of DSW and has technically led DSW going through several evolutions. Before Uber AI, he worked in the Data Infrastructure team, focused on query engines like Hive, Presto and geospatial queries improvement. Prior to Uber, he worked on data/ML problems at Google. He is also champions of many coding competitions like ACM, Google Code Jam, etc.

Taikun Liu

Taikun Liu

Taikun Liu is a senior software engineer with Uber AI. She majorly worked on the Bundle Project, Peloton Migration, Spark and Security areas in DSW. She currently works on the Machine Learning Artifact Metadata Tracking as part of Canvas project. Before Uber AI, she worked in the Data Infrastructure team, focused on multi datacenter replications, Hadoop resource monitoring and management.

Sophie Wang

Sophie Wang

Sophie Wang is a software engineer II with Uber AI. She majorly worked on Snapshots Service, Spark and Knowledge feed areas in DSW. She currently works on the dedicated DSW Canvas session project.

Hong Wang

Hong Wang

Hong Wang is a software engineer II with Uber AI. He majorly worked on Unified UI and Knowledge feed in DSW. He currently works on the Michelangelo Studio project (consolidates DSW, Michelangelo and MLE). He is the visualization expert in Uber AI team.

Hongdi Li

Hongdi Li

Hongdi Li was a senior software engineer with Uber AI. He majorly worked on Network File System and other infrastructure areas in DSW. Prior to Uber, he worked on infrastructure problems at Salesforce.

Jin Sun

Jin Sun

Jin Sun recently joined the DSW team as a Tech Lead Manager. His main focus is unifying product experience across DSW and Michelangelo.

Posted by Peng Du, Taikun Liu, Sophie Wang, Hong Wang, Hongdi Li, Jin Sun

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