MAVEN ROASTERS
Capstone project analyzing transactional data for Maven Roasters, using Python, Excel, and Tableau to uncover revenue drivers, product performance, and location-level patterns. Insights informed concrete business recommendations around operating hours, product mix, and bundle strategy with quantified impact
HR EMPLOYEE ATTRITION ANALYSIS
Capstone project for a Data Analytics course at the Hebrew University, analyzing IBM’s HR attrition data using MySQL, Python (Pandas, NumPy, Seaborn), and Tableau to identify structural attrition patterns and key risk drivers. The project was extended with an ML + LLM layer to translate predictive models into human-readable employee risk insights for decision-makers.
Visual Content Creation ·
Data-Driven Strategy
Specializing in decoding complexity into visual clarity
and insight into action.
DIGITAL * CONTENT * CREATIVE * DATA * STRATEGY * SCIENCE * VISUAL * STORYTELLING * VIDEOGRAPHY *
LIOR MAMON
