Thien Nguyen

Senior Machine Learning Engineer at AION Research

Singapore
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Summary

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Rockstar
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Top School
Thien Nguyen is a Senior Machine Learning Engineer based in Singapore with 12 years of experience building production ML, analytics and risk systems across payments, fraud, and gaming. He combines academic rigour (MSc Statistics, NUS) with hands-on engineering—having implemented payment gateways, reconciliation systems, and anomaly detection pipelines at Sea and Grab, and shipping ML/NLP models for customer screening at GXS. As founder of AION Research he bridges R&D and productisation for quant trading and AI platforms, and now leads AI/ML R&D for games and arts at Virtuos. His background spans full-stack development and GUI testing (contributed delete-command UI/backend work on an Address Book sample app), embedded systems like Erlang/Elixir messaging servers, and computer vision prototyping—showing a rare mix of backend, frontend, and research strengths. Pragmatic and product-focused, he excels at turning complex statistical models into reliable, scalable systems used in production.
code12 years of coding experience
job7 years of employment as a software developer
bookNUS High School of Mathematics & Science
bookMaster of Science - MS, Statistics, Master of Science - MS, Statistics at National University of Singapore
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Github Skills (8)

javas10
command-line-interface10
javafx10
gui-testing10
java10
command-line10
ed255199
st9

Programming languages (4)

JavaJupyter NotebookElixirPython

Github contributions (5)

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se-edu/addressbook-level4

Aug 2016 - Oct 2016

:ab::four: Address Book sample application (Level 4)
Role in this project:
userFull-stack Developer
Contributions:7 commits, 5 PRs, 18 pushes in 1 month
Contributions summary:Thien primarily contributed to the implementation of the delete command functionality within the Address Book application. This included modifying the `Parser`, `ModelManager`, `Ui`, `PersonListPanel`, `PersonCardController`, `DeletePersonCommand`, and `MainWindow` classes to support the command. Additionally, the user added GUI tests for the delete command, ensuring proper functionality and usability within the application. These changes reflect a focus on both backend logic and the user interface.
addressjavafxsample-applicationfourjava
ndt93/HubTurbo

Jun 2015 - Aug 2015

Contributions:6 PRs, 58 pushes, 10 branches in 2 months
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Thien Nguyen - Senior Machine Learning Engineer at AION Research