Shannon Chan
Principal Data Scientist
Singapore
Summary
👤
Senior🎓
Top SchoolShannon Chan is a Principal Data Scientist with 11 years of experience building end-to-end data platforms and production ML systems at Carousell, where he launched the Data Team, set up ETL/BI pipelines, and now leads deep learning efforts for ads targeting, search, spam and recommendation. He combines product-minded experimentation (A/B testing and CTR modeling) with engineering rigor in ML infrastructure on Google Cloud, and has hands-on experience shaping search relevance in ElasticSearch and promoted listings bidding strategies. Prior roles span dynamic pricing, fraud detection and automated KPI/reporting systems, reflecting a knack for turning analytics into revenue and operational improvements. Outside work he tinkers with practical tools for friends and family and is a drone hobbyist who built his own drone and aspires to coordinate swarms—an example of his blend of curiosity and systems-level thinking.
10 years of coding experience
7 years of employment as a software developer
Master of Computing Artificial Intelligence, Master of Computing Artificial Intelligence at National University of SingaporeBachelor's Degree Accounting and Finance, Bachelor's Degree Accounting and Finance at SGH Warsaw School of EconomicsVictoria Junior CollegeData Science, Data Science at NUS Overseas CollegesVictoria Integrated ProgrammeDunman High SchoolBachelor's Degree Technopreneurship, Bachelor's Degree Technopreneurship at Stanford University
English, Chinese
Github Skills (26)
supervisord8
flask7
celery6
docker-compose6
python5
docker5
ros4
django3
planetary3
hierarchical3
planets2
imaging2
classification2
sun2
homebrew2
Programming languages (4)
Github contributions (5)
channeng/email-article
Feb 2018 - Aug 2020
Web app for emailing news article
Contributions:16 PRs, 193 pushes, 9 branches in 2 years 6 months
pythondjangonews-articlenewsemailing
channeng/celery-scheduler
Oct 2017 - Nov 2018
A Docker implementation of Celery running on Flask, managed with supervisord.
Contributions:16 commits, 2 PRs, 14 pushes in 1 year
pythonflaskdockersupervisorddocker-compose
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