Doan Tran

Principal Data Scientist

Vancouver, British Columbia, United States
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Summary

👤
Senior
🎓
Top School
Doan Tran is a Principal Data Scientist with 11 years of cross-domain experience blending data science, data engineering and software development, currently driving modeling and production workflows at StreetLight. He began as a software developer at Citibank, founded and scaled an importing business in Vietnam, and now builds robust ML pipelines and ETL systems that reduce storage and turnaround time while improving QA and handoffs. Doan is pragmatic and entrepreneurial—he routinely automates repetitive work, quantizes geospatial data to cut costs, and presents multiple actionable solutions to stakeholders. Comfortable collaborating with senior engineers, product managers and architects, he excels at parallel project planning and unblocking teammates to meet deadlines. Outside of work he’s an avid traveler who applies the same optimization mindset to loyalty points and trip planning.
code11 years of coding experience
job11 years of employment as a software developer
bookHigh School Diploma Mathematics, High School Diploma Mathematics at Trai Dai Nghia High School for the Gifted
bookSummer school Business Administration and Management General, Summer school Business Administration and Management General at Aarhus University
bookMaster's degree Data Science, Master's degree Data Science at The University of British Columbia
bookBachelor of Computing Information Systems, Bachelor of Computing Information Systems at National University of Singapore
languagesEnglish, Vietnamese
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Github Skills (17)

team-project8
visualizations7
elasticsearch6
elastic6
observability6
kibana6
visualization4
mds4
data-visualization3
desktop2
windows2
docker2
cloud-computing2
machine-learning1
docker-desktop1

Programming languages (4)

TypeScriptRJupyter NotebookPython

Github contributions (5)

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tdkhanhvu/beancurdsaigon

Jul 2015 - Sep 2020

Contributions:11 pushes, 1 branch, 1 issue in 5 years 2 months
UBC-MDS/pygtracker

Feb 2021 - Mar 2021

A python package designed to store, track grades, provide grade adjustments and ranking for the UBC MDS program.
Contributions:1 release, 45 reviews, 26 PRs in 17 days
track-gradespythongradesgrademds
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Doan Tran - Principal Data Scientist