Hena Ghonia
Data Scientist
Old Toronto, Ontario, Canada
Summary
👤
Senior🎓
Top SchoolHena Ghonia is a data scientist with nine years of experience focused on deep learning and the intersection of machine learning with systems architecture. She has contributed to foundation-model research at Mila, including work on brain foundation models for time-series neuroimaging presented at NeurIPS 2024 and probabilistic time-series forecasting models. Her background spans applied industry solutions—predictive maintenance, wearable analytics, and streaming ML deployments—alongside research internships that advanced uncertainty-aware models using PyTorch and GPyTorch. Based in Old Toronto, she blends academic rigor from Université de Montréal/Mila with practical product delivery at Global Excel and Ecolab, and she’s particularly interested in how advances in ML reshape hardware and software design decisions.
9 years of coding experience
4 years of employment as a software developer
Nirmala Convent SchoolQuebec Inter-University Transfer, Quebec Inter-University Transfer at McGill UniversityMaster's degree Machine Learning, Master's degree Machine Learning at Mila - Quebec Artificial Intelligence InstituteInformation communication and technology, Information communication and technology at Ahmedabad UniversityMaster's degree Computer Science, Master's degree Computer Science at Université de Montréal (University of Montreal)
English
Stackoverflow
13reputation
5kreached
0answers
1question
Github Skills (58)
predict9
time-series-forecasting9
transfer-learning8
structured-data8
forecasting8
mlp7
time-series7
gluon7
tabular7
huggingface-transformers7
huggingface7
foundation-models7
image-text7
object-detection6
computer-vision6
Programming languages (4)
Github contributions (5)
Hstellar/Hstellar.github.io
Jan 2022 - Nov 2024
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Contributions:92 pushes in 2 years 10 months
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Hstellar/ML-Age-estimation-from-facial-images
Aug 2018 - Jan 2022
Contributions:7 commits, 5 pushes, 1 branch in 3 years 6 months
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