CV

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Education

• M.Sc. in Computer Science, The Hebrew University of Jerusalem, 2018-2021
  Supervisor: Prof. Omri Abend
  Thesis on the interpretability of deep learning models in NLP under paraphrased input, included: dataset compilation, representation analysis, manipulation of generated output.
  Final M.Sc. grade: 98.2

• B.Sc. in Computer Science and Cognitive Science, magna cum laude, The Hebrew University of Jerusalem, 2015-2018
  Member of the honors program for distinguished undergraduates in Computer Science
  Course average: 95.7

Publications

On Neurons Invariant to Sentence Structural Changes in Neural Machine Translation

Work Experience

• NLP Researcher, Ask-AI, 2022 - present
  Research project, working with Prof. Jonathan Berant

• Researcher, Prof. Omri Abend’s lab, The Hebrew University of Jerusalem, 2021-2022
  Post-thesis work in the lab, included a project about evaluation methods.

• Researcher, Lightricks, 2018 - 2020
  Implemented and trained a deep learning model (CNN) for hair segmentation
  Developed classic image processing algorithms for hair volume and color
  Mentored junior interns

• Teaching Assistant, Introduction to Machine Learning, The Hebrew University of Jerusalem, 2020

• Research Assistant, Prof. Oron Shagrir, The Hebrew University of Jerusalem, 2016 - 2017

• Tech Manager, BIG IDEA international tech summer camps, 2013 - 2015

• E-Learning Developer, The Intelligence Forces, IDF, 2011 - 2013

Awards and Distinctions

• Dean’s Award, The Hebrew University, 2019, 2017
• Excelling students fellowship, The Hebrew University, 2019
• Scholarship for Outstanding Students, Intel, 2018
• Cognitive Science Undergraduate Award, The Hebrew University, 2017, 2016
• Dean’s List, The Hebrew University, 2016
• Admission Excellence Award, The Hebrew University, 2016

Extracurricular Activities

• Mentor, JerusML Juniors in Machine Learning Program, 2020 – 2021
• Lecturer, JerusML Deep Learning Course, 2019
• Instructor, MEET: Middle East Entrepreneurs of Tomorrow, Israeli and Palestinian Youth, 2018 – 2019
• Instructor, QueenB coding program for young girls, 2017 – 2018
• Hub Organizer, Google HashCode, 2018
• Volunteer, EUJS: European Union of Jewish Students, 2017
• Volunteer, SheCodes, coding for women, 2016 – 2017