Work | Databricks![](data:image/png;base64,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) San Francisco, CA / Singapore Staff Software Engineer, Tech Lead - Developer ExperienceSep 2017 - Jun 2024 -
Managed a distributed team of 6 across 5 countries in 3 timezones, onboarding 5 new engineers
of varying seniority and teaching them everything necessary to be productive and effective at Databricks
-
Led the Devtools prioritization process: surveying engineers on their pain points, aggregating feedback, and planning projects to improve things. Increased the average self-reported happiness score from 3.1 to 3.8/5.0
-
Ran weekly tech talks with internal speakers to share knowledge, at both org-wide and team-specific levels
-
Architected Databrick's distributed CI system, an elastic distributed task runner with
improved stability, scalability, and usability to replace our aging Jenkins
infrastructure. Elastically scales up and down 10,000s of cloud CPUs daily to run
CI workflows while being robust against misuse, bugs, and underlying infrastructure
failures.
-
Architected Databricks' elastic "Dev Box" service: on-demand, high-performance
cloud development environments, managing an elastic pool of 100s of remote development
environments.
-
Re-architected Databricks' cloud integration testing platform from
a rough prototype to a production-ready system, managing 10,000s of kubernetes pods
split across multiple clusters, regions, and three different cloud providers
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Optimized and sped up many core developer workflows (compiling Scala, CI validation, etc.) by 5-10x
- Implemented the config language used throughout Databricks including its high-performance compiler (500-1000 times faster than the upstream implementation) and IDE plugin
-
Cloud cost optimizations, saving on the order of millions of USD/year. Storage
optimizations, networking optimization, workflow efficiency optimizations, etc.
Dropbox![](data:image/png;base64,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) San Francisco, CA Software Engineer - Developer Tools, Web Platform, Dropbox for BusinessAug 2013 - Oct 2016 |
Publishing | Hands-on Scala Programming![](data:image/png;base64,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) - www.handsonscala.com
A 400-page book that teaches you how to use the Scala programming language in
a practical, project-based fashion.
Available on Amazon (paperback) and Gumroad (e-book formats). Part of the
official book recommendations on the Scala Language website
docs.scala-lang.org/books.html
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Open Source | Github![](data:image/png;base64,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)
I authored and maintain a number of popular, widely-adopted open-source libraries.
These form a large part of the open-source Scala ecosystem, and total over
20,000,000 monthly downloads. Some highlights include:
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Ancient History | Massachusetts Institute of Technology![](data:image/png;base64,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) Cambridge, MA Undergraduate Computer Science, GPA 4.8/5.0Sep 2010 - Jun 2013 Dropbox![](data:image/png;base64,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San Francisco, CA Software Engineer Intern, API TeamMay 2012 - Aug 2012 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Palo Alto, CA Software Engineer Intern, Messaging TeamMay 2011 - Aug 2011 Singapore Armed Forces![](data:image/png;base64,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) Singapore Lieutenant, Platoon Commander, 35th Battalion Singapore Combat EngineersJan 2008 - Nov 2009 |
Reference | Featured Articles![](data:image/png;base64,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) Scala at Scale at DatabricksDeveloping Databricks' Runbot CI SolutionFast Parallel Testing at Databricks with BazelSpeedy Scala Builds with Bazel at DatabricksWriting a Faster Jsonnet CompilerMore Articles on my personal programming blogFeatured Talks![](data:image/png;base64,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) A Deep Dive into the Mill Scala Build ToolThe com.lihaoyi Ecosystem: Executable Scala Pseudocode that's Easy, Boring, and Fast!Scala at Scale at DatabricksGetting Things Done in the Scala REPLSpeedy Scala Builds at DatabricksMore Talks on my personal programming blog |