As a self-employed Founder & Business Manager in beverage distribution, I built and maintained Excel workbooks to analyze sales, revenue, and product turnover. I also used historical purchasing data to set reorder thresholds and guide pricing decisions.
At G3-Biz Ltd, a Guinness Distribution Partner, I recorded inventory movements and reconciled physical stock with Excel records. I modeled stock turnover, delivery schedules, and fulfillment rates for operational reporting.
In my analytics projects, I trained classification models to predict customer churn and employee attrition, and analyzed bike-share behavior to identify membership conversion opportunities. I use Python, SQL, and R, and completed the Google Advanced Data Analytics Professional Certificate.

