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2024-current
Postdoctoral Fellow at Genentech Research & Early Development and Stanford Computer Science Department.
2020-2024
Ph.D. in Computer Science, The Hebrew University.
2018-2020
M.Sc. in Physics, The Hebrew University.
magna cum laude
2016 - 2018
B.Sc. double major in Physics and Computer Science, The Hebrew University.
magna cum laude
2024-current
Genentech Research & Early Development and the Stanford Computer Science Department, Aviv Regev and Prof. Jure Leskovec.
"Towards Deeper Biological Understanding: Merging Advancements in Single-Cell Genomics & Machine Learning."
2020-2024
Hebrew University, School
of Computer Science and Engineering, Dr. Mor Nitzan.
"Decoding cellular identities in single-cell data."
Uncovering structure in complex biological systems using methods and ideas from Computer Science and Physics.
May 2023-September 2023
Apple ML Research, Paris, Prof. Marco Cuturi.
"Contrasting Multiple Representations with the Multi-Marginal Matching Gap"
Using tools from optimal transport theory to learn meaningful representations of objects seen through multiple views.
2018-2020
Hebrew University, Racah Institute, Prof. Naftail Tishby and Prof. Zohar Ringel.
"The Dual Information Bottleneck"
Suggesting a technique in Information Theory which incorporates Statistical Mechanics and Deep Learning.
October 2019
Harvard University, NSF-Simons Center for Quantitative Biology.
Research as a Visiting Scholar.
2014-2017
Hebrew University, School
of Computer Science and Engineering and Alexander Silberman Institute of Life Sciences, Prof. Nir Friedman.
Acquiring computational biology knowledge while performing big data analysis on biological data.
2022-2024Clore Scholarship for Ph.D students, The Clore Israel Foundation.2021-2024Scholarship for outstanding doctoral students in data-science, Israeli Council for Higher Education.2018-2020Scholarship for master's degrees for outstanding women in Hi-Tech, Israeli Council for Higher Education.2017-2018Computer Science Honors program for undergraduates, The Hebrew University, Jerusalem, Israel.2016-2018Dean's Honors List, The Hebrew University, Jerusalem, Israel.
2020-2024Co-leader of the "Physics & Computer Science undergraduate program" at the Hebrew University.2018-2024Teacher assistant at the Hebrew University:- "Computation and Physics Lab."
- "Mechanics for Bio-Medicine Students."
- "General Physics - Mechanics For Chemistry & Earth Students."
2018-2024Management of media channels of the Racah Institute of Physics, the Hebrew University.
July 2024International Conference on Machine Learning 2024.March 2023Physics of Life 2023.June 2022Single Cell Biology 2022.
July 2024Stanford AI+Biomedicine Seminar, Stanford University, California, USA.May 2024Arjun Raj's Lab, University of Pennsylvania, Philadelphia, USA.May 2024Center for Computational Biology, Flatiron Institute, Simons Foundation, New York, USA.May 2024Nir Yosef's Lab, Weizmann Institute of Science, Rehovot, Israel.February 2024Immunai Inc. Tel Aviv, Israel.December 2023Optimal Transport and Machine Learning workshop at Neural Information Processing Systems 2023, Virtual.December 2023Compugen Ltd, Holon, Israel.April 2023The Lander Lab, Broad Institute of MIT and Harvard, Cambridge, USA.February 2023Shalev Itzkovitz's Lab, Weizmann Institute of Science, Rehovot, Israel.November 2022Super Group Meeting, Hubrecht Institute, Utrecht, Netherlands.October 2019QBio group meeting, NSF-Simons Center for Quantitative Biology, Harvard University, Cambridge, USA.
January 2022The 5th Advanced School in Computer Science and Engineering: AI for Better Medicine.