Amit Moscovich
Senior Lecturer (Assistant Professor) at Tel Aviv University
Israel
Summary
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Senior🎓
Top SchoolAmit Moscovich is a senior lecturer and statistical machine learning researcher at Tel Aviv University with 12 years of experience bridging computer science, mathematics and physics. He holds a direct-track PhD in Statistical Machine Learning from the Weizmann Institute and applies expertise in manifold learning, optimal transport and computational methods to problems such as cryo-EM and medical imaging. Comfortable both with high-level theory and low-level optimization, he codes in Python and C++, and has worked on volumetric processing, graphics, compression and x86-level performance tuning. An experienced academic writer and instructor, he combines rigorous probabilistic modeling with practical algorithm design and implementation. Notably, his profile reflects a rare blend of deep statistical insight and hands-on systems skills, useful for translating complex inverse problems into deployable computational pipelines.
11 years of coding experience
Ph.D. (direct track), Statistical Machine Learning, Ph.D. (direct track), Statistical Machine Learning at Weizmann Institute of SciencePhysics/Math, Physics/Math at The Hebrew UniversityB.Sc., Computer Science, B.Sc., Computer Science at Israel Jobs
Hebrew, English
Stackoverflow
2,878reputation
693kreached
14answers
1question
matplotlib
top-5%
python
top-5%
Github Skills (55)
random-walk10
python10
particle10
interpolation10
blas10
ndarray10
numerics10
convolution10
numba10
linear-algebra10
matplotlib9
fundamental9
scipy9
gradient-descent9
numpy9
Programming languages (4)
Github contributions (5)
mosco/crossing-probability
Feb 2015 - Sep 2022
Fast C++ programs for computing the boundary crossing probability of Poisson and Binomial stochastic processes.
Contributions:83 commits, 35 pushes, 1 branch in 7 years 8 months
mosco/unsupervised-preprocessing
Jan 2019 - May 2021
Contributions:6 commits, 7 pushes, 1 branch in 2 years 4 months
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