DATA, AI & BI
Data analyst and solution builder connecting research, technology, and people - turning complex questions into insights teams can act on.
01 / SELECTED WORK
Research, models, and visualization - end-to-end projects that begin with a strong question and finish with a clear, documented, useful result.
A comparative embedding benchmark for German medical codes, including retrieval tasks, validation, and a fully reproducible workflow.
Functional NBA player archetypes discovered through clustering, followed by an analysis of how team diversity relates to regular-season and playoff success.
An exploratory global analysis of health, education, and development factors associated with life expectancy, supported by interactive visualizations.
A pipeline for collecting, cleaning, standardizing, and validating scientific article metadata, with analysis-ready outputs.
A computer vision project for classifying images with and without glasses, including preprocessing, augmentation, custom CNN training, and checkpointing.
An end-to-end benchmark for predicting vehicle listing prices with leakage-safe preprocessing, feature engineering, cross-validation, and model comparison.
02 / PROFILE
Analytical thinking, human understanding, and practical implementation - applied to real problems, not just model training.
End-to-end research, analytics & development
Development of independent projects across healthcare NLP, deep learning, sports analytics, data pipelines, and interactive visualization - from data collection and modeling to documentation and deployment.
PAKAL Division, IDF
Building dashboards, automated Excel tools, and data analyses for operational research and planning, in collaboration with stakeholders and developers.
Mabua
Implementing Power BI and Monday.com, developing KPI dashboards, and applying quantitative analysis to support organizational processes.
Israel Defense Forces
Commanding a company of approximately 100 soldiers during more than 450 days of reserve service since October 7, 2023, with responsibility for personnel, planning, coordination, and decision-making under uncertainty.
Bar-Ilan University
Machine learning, data processing and analysis, visualization, information systems, and applied AI. The degree was completed with honors, followed by selection to deliver the graduates' address at the commencement ceremony.
Tel Aviv University
A quantitative and social-science foundation connecting numbers, policy, human behavior, and decision-making. Awarded a merit scholarship by the Holon Municipality during the degree.
03 / LET'S TALK
Open to opportunities in data, BI, and AI, as well as collaborations on projects with analytical depth and practical impact.