David Liau
Data Scientist
Seattle, Washington, United States
Summary
👤
Senior🎓
Top SchoolDavid Liau is a data scientist with nine years of experience who builds production-ready analytics and prescriptive platforms to drive measurable business impact. Based in Seattle, he has led end-to-end model deployments that delivered high accuracy and multimillion-dollar ROI, while mentoring business units on data collection, governance, and KPI-driven decision making. His background spans energy and industrial automation to research-grade software, combining practical Python/TensorFlow modeling with visualization in Tableau and scalable feature engineering pipelines. A UCSD-trained ML specialist with hands-on experience in API-driven front-end work and automated testing, he’s equally comfortable translating technical insights for executives and implementing the engineering needed to operationalize them. Less obvious: he brings cognitive-science informed thinking to feature design and stakeholder communication, a skill honed through interdisciplinary research and teaching roles.
9 years of coding experience
5 years of employment as a software developer
University of California, San DiegoMaster's degree, Data Science and Machine Learning, Master's degree, Data Science and Machine Learning at University of California, San Diego - Jacobs School of Engineering
English, Chinese, Spanish
Github Skills (45)
musicbrainz10
selenium-webdriver10
nightwatch10
organizer10
music10
cli10
testing9
selenium9
selenium-server9
python9
nodejs9
api8
javascript8
webdriver8
chrome-extension7
Programming languages (3)
Github contributions (5)
Genjidegaulle/TritonPal-Server
Dec 2016 - Sep 2020
Server side of the TritonPal Chrome Extension
Contributions:101 commits, 1 PR, 10 pushes in 3 years 9 months
chromeserver-sidechrome-extension
xmichelleyang/endgame
Apr 2019 - Jun 2019
Contributions:48 pushes in 1 month
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