Hi! I'm an engineer and physicist with BSc & MSc from HUJI. I also
learned practical hands-on machine learning at the Google-Reichman AI
program. These days I do clinical data science at Maccabi Dent,
analyzing health datasets and turning them into published research
papers. Before that I worked in Deep Vision Systems, contributing to
real-world ML projects.
Extract and process large-scale clinical data from electronic
health records, building SQL pipelines and running the statistical
analysis in Python that research conclusions rest on.
Apply survival analysis — Kaplan–Meier, Cox proportional hazards
and GEE models — to evaluate clinical outcomes across cohorts of
tens of thousands of patients.
Alongside the research, I manage ethics committee approvals and
data security protocols, and support the Quality Control division
with extractions and audits of medical billing records.
2025
Data Scientist
Deep Vision Systems
Read and implemented relevant research papers, exploring ways to
improve computer vision and deep learning techniques.
Designed and implemented
synthetic data collection scenes using
Blender, simulating diverse environments to train and validate
machine learning models.
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In an additional project, AILight, I conducted user research and
tracking, analyzing behavior patterns and engagement metrics.
2024
AI and Deep Learning Development
Google Reichman Tech School
Advanced course covering AI algorithms and techniques, with
practical applications in data analysis and machine learning.
2020–2024
MSc Applied Physics
Hebrew University, Jerusalem
Researched morphogenesis of leaf tissue as active matter using
stereoscopy and data analysis to explore the stress-relaxation in
growing tissue.
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Worked on the integration of spintronics and
colloidal quantum dots into a single
device.
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2017–2018
Security Engineer
Wireless Connectivity Solutions, Intel
Automated vulnerability tests for Devices Under Test (DUTs) &
contributed to security validation and penetration testing using
Python in the Kali Linux environment.
2015–2019
BSc Electrical and computer engineering
Hebrew University, Jerusalem
Majored in optoelectronics. Final project involved constructing an
electrical measuring system for spin polarization efficiency of
materials. Relavant courses: Algorithms, Probabilty and
Application, Linear Algebra, Digital Signal Processing, Data
Structures, Computer Vision.
