Andy Liu
Technical Lead at Monte Carlo
Washington, District of Columbia, United States
Summary
👤
Senior🎓
Top SchoolAndy Liu is a hands-on technical lead with nine years of professional experience and a two-decade-long engineering history that spans startups and enterprise data platforms. Currently leading engineering at Monte Carlo, he excels at solving hard problems end-to-end—combining data engineering, software architecture, and pragmatic leadership to ship reliable systems. His background includes senior data engineering at Lucidworks and progressive engineering and architecture roles at IT.com, demonstrating depth in scalable search and data-heavy applications. Based in Washington, D.C., he brings a generalist’s toolkit that lets him move between code, systems design, and team mentorship fluidly. Colleagues rely on him to translate ambiguous requirements into maintainable production services while keeping an eye on operational resilience. Beyond core delivery, he has a long track record of evolving with teams and tech stacks, making him effective at modernizing legacy systems and accelerating product velocity.
9 years of coding experience
21 years of employment as a software developer
BS, BS at University of Michigan, Ann Arbor
Github Skills (24)
fusion8
searching7
java6
lucidworks5
apache5
foundation5
python4
spark3
stock3
spark-ml3
machine-learning3
scala3
historical3
data-science2
artificial-intelligence2
Programming languages (4)
Github contributions (5)
lucidworks/fusion-data-science-toolkit
Sep 2019 - Jan 2020
Tools and utilities for data scientists seeking to productionize AI using Lucidworks Fusion
Contributions:3 pushes, 1 branch, 1 comment in 3 months
scientistspythonseekingdata-sciencedeep-learning
bajafresh4life/jupyter-emacskeys
May 2017 - May 2017
Contributions:1 push in 1 day
jupyter-notebooknotebookemacsemacs-keybindingsjupyter
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