MB

Experience

Experience across
different worlds.

My experience spans systems administration, data analysis, and deep learning research. Across these roles, I have worked with technical systems, scientific data, and the practical questions that turn ideas into working solutions.

01

Jan 2024 - Jan 2025

Technion

Faculty of Data and Decision Sciences

Data Analysis
Research Assistant

Supporting research through data preparation, analysis, and synthesis across studies.

  • Cleaned, preprocessed, and engineered features for research datasets using Python, Pandas, NumPy, and SciPy.
  • Used the OpenAI API for research automation and natural language processing tasks.
  • Supported meta-analysis projects by aggregating and synthesizing findings from multiple studies.
PythonData analysisResearch automationMeta-analysis
02

Mar 2023 - Mar 2024

Technion

Faculty of Chemical Engineering

Deep Learning
Research Assistant

Applying graph-based models to questions in molecular chemistry simulations.

  • Developed graph neural network models using PyTorch Geometric to predict micro-level geometric changes.
  • Explored model architectures, data augmentation, and hyperparameter choices to improve performance.
  • Connected deep learning methods with the structure and constraints of scientific simulation data.
PyTorch GeometricGraph neural networksScientific modeling
03Earlier experience

Israel Defense Forces

System Administrator

Earlier experience in systems administration, complementing my later work in software, data, and research.