Aaron Mak

Data Engineering Manager

Singapore
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Summary

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Senior
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Top School
Aaron Mak is a Data Engineering Manager based in Singapore with 11 years of experience building data platforms, ETL pipelines, and analytics products across fast-moving tech firms. At foodpanda he leads the Data Foundation Squad, owning ingestion, frameworks, and regional warehouse orchestration on Kubernetes with Terraform and Airflow. His background spans hands-on engineering (BigQuery, Airflow, Flask) and analytics roles at Uber and Google’s Squared Data program, where he automated workflows that saved significant costs and accelerated reporting cadence. He contributes to open-source testing efforts (notably improving papermill’s test coverage), reflecting a focus on reliability as well as delivery. Passionate about education-focused problems and aspiring to bridge web, design and data as a full-stack data scientist, he combines product sensibility with disciplined engineering and strong stakeholder empathy.
code11 years of coding experience
job6 years of employment as a software developer
bookFull Stack Web Development, Computer Software Engineering, Full Stack Web Development, Computer Software Engineering at Free Code Camp
bookBachelor of Business Administration (B.B.A.), Operations Management, Analytics, Bachelor of Business Administration (B.B.A.), Operations Management, Analytics at Singapore Management University
bookCatholic High School
bookSt. Andrew's Junior College
languagesEnglish, Chinese
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Stackoverflow

Stats
1reputation
881reached
0answers
1question
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Github Skills (10)

pytest10
python10
testing10
notebook9
jupyter9
amazon-web-services6
fog6
amazon-s36
ruby-on-rails6
carrierwave6

Programming languages (5)

HCLCSSJavaScriptVim scriptPython

Github contributions (5)

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nteract/papermill

Oct 2017 - Oct 2017

📚 Parameterize, execute, and analyze notebooks
Role in this project:
userQA Engineer / Test Automation Engineer
Contributions:5 commits, 5 PRs, 6 comments in 4 days
Contributions summary:Aaron primarily focused on writing and modifying tests for the `papermill` library. Their contributions include adding new test cases to cover various functionalities, such as integer/float type checks and notebook directory handling. They also revised existing tests, correcting logic and ensuring more rigorous validation. These changes aimed to improve the reliability and correctness of the library's core features by increasing test coverage.
nteractpublishingpythonpipelinedata-science
aaronmak/dotfiles

May 2019 - Dec 2022

Contributions:335 commits, 2 PRs, 387 pushes in 3 years 7 months
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Aaron Mak - Data Engineering Manager