Summary
Overview
Work history
Education
Skills
Languages
My Projects
Timeline
Generic

Margo Levin

Jerusalem

Summary

Motivated Computer Science Master's student with expertise in

ML, computer vision, and Generative AI. Skilled in building and

deploying advanced models for image processing and data

analysis. A Hugging Face Jedi with exceptional skills in solving

environment dependencies (almost without crying) and

streamlining workflows. Proficient in Python, TensorFlow,

PyTorch, and other research tools. Known for a "can-do" attitude

and a passion for solving complex problems with innovative

solutions.

Overview

3
3
years of professional experience

Work history

Computer Vision Intern

CIDR
Jerusalem
07.2024 - 10.2024
  • Contributed to a Data Science for Social Good project, developing an application that analyzes car wheel images to accurately detect real-life parameters, including the rim's and center bore's diameters.

Teaching Assistant

The Hebrew University of Jerusalem
Jerusalem
02.2024 - 02.2025
  • Grade students' works in the Introductionary courses to Data Science, Cryptography and Object Oriented Programming
  • Explain the concepts of Machine Learning algorithms, help to implement them, give strong intuitions to the theory of Machine Learning

CS and Mathematics Tutor

Havat Ha-Noar aTziyoni
09.2021 - 08.2023
  • Instruct students in programming languages such as Java and Python covering topics like syntax, data structures, and algorithms
  • Teach and explain computer science and mathematics concepts from the prescribed curriculum, ensuring alignment with grade-level or course requirements
  • Help students debug their code, explain coding errors, and provide coding exercises to improve their programming skills
  • Assigned homework tasks that reinforced classroom instruction, aiding long-term retention of material.

Education

Master of Computer Science -

The Hebrew University
02/2024 -

Bachelor of Computer Science -

The Hebrew University
09/2020 - 02/2024

Bachelor of Philosophy - undefined

Kyiv Mohyla Academy
09.2017 - 3 2019

Skills


    ▪ Programming languages: Python, C/C, Java

    ▪ ML Libraries: TensorFlow, PyTorch, Keras, Scikitlearn

    ▪ Data Manipulation and Analysis: pandas, NumPy, SciPy

    ▪ Data Visualization: Matplotlib, Seaborn, Plotly

    ▪ Database Management: SQL

    ▪ NLP: Hugging face, NLTK, Spacy, Gensim

    ▪ Other Tools: Jupyter, Colab, Flask

Languages

Hebrew
Fluent
English
Fluent
Russian
Native
Ukrainian
Native

My Projects

  • OdeToAroma, Translates textual descriptions into unique fragrances. By training on a rich dataset of perfume descriptions and their corresponding notes, my model uses transformers to predict the scents that fit to the text description.
  • ChatBot on DialogFlow, The chatbot built with DialogFlow for an imaginary restaurant. The database is implemented in MySql. The backend is based on FastApi. The chatbot is placed on the web-site of the restaurant, works in the window mode and allows users to make and track orders.

Timeline

Computer Vision Intern

CIDR
07.2024 - 10.2024

Teaching Assistant

The Hebrew University of Jerusalem
02.2024 - 02.2025

CS and Mathematics Tutor

Havat Ha-Noar aTziyoni
09.2021 - 08.2023

Bachelor of Philosophy - undefined

Kyiv Mohyla Academy
09.2017 - 3 2019

Master of Computer Science -

The Hebrew University
02/2024 -

Bachelor of Computer Science -

The Hebrew University
09/2020 - 02/2024
Margo Levin