Ivoline Ngong
Graduate Research Assistant
Vermont, United States
Summary
🤩
Rockstar🎓
Top SchoolIvoline Ngong is a CS Ph.D. student at the University of Vermont and a research scientist at OpenMined with a decade of hands-on experience spanning privacy-preserving ML, federated learning, differential privacy, and provable fairness. Her work bridges theory and practice: she develops and implements privacy accounting and prediction-sensitivity techniques in PySyft and has led study groups and programs on medical federated learning. Past projects include deep learning for medical imaging, generative models, and compiler optimization research at Microsoft Research using reinforcement learning. She has collaborated with industry leaders (IBM, Google, DeepLearning.AI) and secured an Amazon Research Award supporting her PLAID lab research. Known for organizing communities and translating complex research into usable tools, she combines rigorous academic inquiry with open-source and educational impact. Based in Vermont, she often pairs formal privacy guarantees with practical evaluation to make ML systems both trustworthy and usable.
10 years of coding experience
4 years of employment as a software developer
Doctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at University of VermontDeep Learning Nanodegree, Deep Learning Nanodegree at UdacityMaster of Engineering - MEng, Computer Engineering, Master of Engineering - MEng, Computer Engineering at Konya Technical UniversityBachelor's degree, Computer Software Engineering, Bachelor's degree, Computer Software Engineering at University of Buea
English, French, Turkish, creoles and pidgins, english-based
Github Skills (45)
secure-computation10
pytorch10
python10
pandas10
privacy10
deep-learning10
federated-learning10
cryptography10
science10
privacy-enhancing-technologies10
data-science9
machine-learning9
cpp9
nextcloud8
desktop8
Programming languages (5)
Github contributions (5)
ivyclare/Project-50_Projects_In_Deep_Learning
Aug 2019 - Mar 2020
Contributions:27 commits, 22 pushes, 1 branch in 6 months
ivyclare/Udacity-Android-Nanodegree
Sep 2017 - Apr 2020
Contributions:227 commits, 204 pushes, 1 branch in 2 years 7 months
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