Matilda Yan
Data Scientist
Singapore
Summary
👤
Senior🎓
Top SchoolMatilda Yan is a Data Scientist based in Singapore with nine years of experience translating business ambiguity into scalable AI solutions across consulting and enterprise environments. Currently at BCG X / Boston Consulting Group after a stint at SAP, she blends rigorous research training—a PhD in Neuroimaging and Machine Learning from the National University of Singapore—with practical deployment experience to drive product-facing analytics. Her background in industrial and systems engineering plus a minor in economics gives her a rare combination of systems thinking and commercial sensitivity when designing ML-enabled processes. Known for turning complex data questions into actionable, production-ready models, she excels at bridging stakeholder strategy and technical delivery. A detail that sets her apart: she pairs deep domain expertise in neuroimaging methods with hands-on experience operationalizing models in consulting contexts, enabling technically robust yet business-aligned solutions.
9 years of coding experience
1 year of employment as a software developer
High School, High School at Zhengzhou Foreign Language SchoolDoctor of Philosophy - PhD, Neuroimaging and Machine Learning, 4.7/5.0, Doctor of Philosophy - PhD, Neuroimaging and Machine Learning, 4.7/5.0 at National University of Singapore
English, Chinese
Github Skills (15)
dynamic-programming9
data-structures9
sketchup8
algorithms8
address-book8
oop8
rcs8
computer-science7
java7
naming-conventions7
categories6
procedural6
loops6
fundamentals5
python1
Programming languages (4)
Github contributions (5)
Matilda-Yxx/Matilda-Yxx.github.io
Oct 2021 - Nov 2024
Contributions:114 pushes, 1 branch in 3 years
Matilda-Yxx/practical-python
Jun 2020 - Sep 2021
Practical Python Programming (course by @dabeaz)
Contributions:6 pushes in 1 year 3 months
python-programmingpythonprogramming-coursepracticalpython3
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.