Yoel Ashkenazi
Data Scientist
Holon
Summary
Experienced data scientist and researcher with expertise in graph problems, machine learning, and algorithm development. Holds a BSc in Applied Mathematics and an MSc in Data Science from Bar-Ilan University. Proficient in numerical analysis, machine learning, and programming. Skilled team leader and collaborator with a proven track record of guiding and working effectively in collaborative environments.
Overview
2
2
years of professional experience
8
8
years of post-secondary education
2
2
Languages
Work History
Researcher
YoloLab
Ramat Gan, Israel, Tel Aviv
10.2023 - Current
- Company Overview: Bar-Ilan university
- Leading and involved in several research projects in various graph-related problems.
- Machine learning with extreme missing data.
- Graph clustering and text summarization with LLM guidance.
- Entity resolution with extreme edge shortage.
- Collaborated with Rafael Industries for the graph clustering project, and future projects.
- Bar-Ilan university
Teaching Assistant
Bar-Ilan university
Ramat Gan, Tel Aviv
03.2024 - Current
- Teaching assistant in several courses in the mathematics faculty.
- Experienced in guiding classes, writing lessons and materials, and answering questions with examples and intuition.
- Statistical inference (03/24-09/24)
- Numerical methods (10/24-02/25)
- Group theory (10/24-02/25)
- Topology (03/25-09/25)
- Intro. to probability and statistics (03/25-09/25)
- Calc. 2 (03/25-09/25)
Education
MSc - Data science
Bar-Ilan University
Ramat Gan, Israel 10.2023 - Current
BSc - Applied mathematics
Bar-Ilan University
Ramat Gan, Israel 07.2020 - 08.2023
High school -
Katzir High School
Holon, Israel 09.2019 - 06.2022
Skills
Machine learning
Algorithm development
Numerical analysis
Programming
Computer skills
Student tutoring
Interests
Chess
Rubik's puzzles
Programming
Card games
Timeline
Teaching Assistant
Bar-Ilan university
03.2024 - Current
Researcher
YoloLab
10.2023 - Current
MSc - Data science
Bar-Ilan University
10.2023 - Current
BSc - Applied mathematics
Bar-Ilan University
07.2020 - 08.2023
High school -
Katzir High School
09.2019 - 06.2022
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