Muhammad Tawakal
Customer Engineer, Machine Learning Specialist at Google
Special capital Region of Jakarta, Indonesia
Summary
👤
Senior🎓
Top SchoolMuhammad Tawakal is a Machine Learning–focused Customer Engineer with 12 years of experience helping companies in Southeast Asia turn data science into production impact. With a strong computer science foundation and an MSc in Machine Learning from KTH, he has led end-to-end ML projects at Traveloka, optimized supply-side systems at Gojek, and now advises Google customers on adopting ML best practices across maturity levels. He blends hands-on modeling and forecasting experience with practical skills in data pipelines, experimentation, and causal analysis to drive revenue and cost improvements. Based in Jakarta, he pairs academic research roots in intelligent biomedical systems with real-world marketplace and platform experience, making him adept at translating complex technical requirements into operational solutions.
12 years of coding experience
8 years of employment as a software developer
Master's degree, Machine Learning, Master's degree, Machine Learning at KTH Royal Institute of TechnologyBachelor, Computer Science, Bachelor, Computer Science at Universitas Indonesia (UI)
English, Indonesian, Japanese
Stackoverflow
326reputation
26kreached
4answers
6questions
Github Skills (87)
gbm10
xgboost10
dataflow10
python10
deep-learning10
gpu10
prediction10
forecast10
streamlit10
gpu-acceleration10
portable10
bokeh10
forecasting-models10
statistics10
acceleration10
Programming languages (4)
Github contributions (5)
mitbal/monochromap
Jan 2021 - Aug 2024
A highly opinionated way to paint and plot black and white map.
Contributions:1 release, 8 pushes, 2 branches in 3 years 8 months
polygonspythonlinesmarkersimage-processing
mitbal/sidu
Feb 2017 - Jun 2024
Collection of notebooks for various purposes
Contributions:1 PR, 25 pushes, 2 branches in 7 years 5 months
pythondata-sciencejupyter-notebooknotebooknotebooks
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