Maggie Lieu
Senior Research Fellow In Machine Learning & Cosmology at STFC
England, United Kingdom
Summary
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Senior🎓
Top SchoolMaggie Lieu is a Senior Research Fellow in Machine Learning & Cosmology with nine years of experience extracting science from noisy, low-statistics astrophysical data. She applies advanced statistical methods and machine learning to weak gravitational lensing and X-ray observations of galaxy groups and clusters, driving insights into dark matter and dark energy. At the University of Nottingham she develops and teaches a Machine Learning in Science MSc module while supervising Masters projects, and she has held research roles at ESA supporting the Euclid mission and ExoMars operations. Maggie advises national strategy on the STFC Astronomy Advisory Panel and shapes the field as an editor for Astronomy and Computing, reflecting both technical depth and community leadership. She also translates research for broad audiences through media appearances and a content company, demonstrating an unusual blend of technical research, public engagement, and mission-level engineering experience.
9 years of coding experience
4 years of employment as a software developer
Master's degree, Postgraduate Certificate in Higher Education (PGCHE), Master's degree, Postgraduate Certificate in Higher Education (PGCHE) at University of NottinghamDoctor of Philosophy (Ph.D.), Astronomy and Astrophysics, Doctor of Philosophy (Ph.D.), Astronomy and Astrophysics at University of BirminghamUniversity of California, Los AngelesMaster’s Degree, MPhys(HONS) Astronomy, Space Science & Astrophysics, Master’s Degree, MPhys(HONS) Astronomy, Space Science & Astrophysics at University of Kent
English, Chinese, French, Spanish
Github Skills (18)
python10
data-science10
machine-learning10
ml10
deep-learning10
tensorflow10
deep-neural-networks10
neural-network10
linear-regression2
ray2
multivariate-linear-regression1
sampling1
statistical-inference1
anova1
principal-component-analysis1
Programming languages (3)
Github contributions (5)
MaggieLieu/MLiS2
Feb 2021 - Mar 2024
Contributions:4 PRs, 17 pushes, 3 branches in 3 years 1 month
MaggieLieu/STAN_tutorials
May 2020 - Sep 2020
Contributions:16 commits, 15 pushes, 1 branch in 3 months
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