Bank Customer Churn Prediction
Quantified €1.63M revenue exposure from annual churn; developed a predictive model with 88% recall and a business case projecting 8x ROI on retention investment.
Business Analyst translating data into boardroom-ready decisions at the intersection of strategy, analytics, and business impact.
Led stakeholder presentations translating analytical findings into business-ready recommendations. Automated finance reporting via SQL delivering 18 hrs/month in efficiency gains; improved data accuracy by 23% through anomaly detection.
Lead practice sessions for 120+ students on KPI analysis, business case frameworks, and data visualization.
Teach startup strategy, market analysis, and pricing frameworks across a multinational program spanning 5 EU universities.
Quantified €1.63M revenue exposure from annual churn; developed a predictive model with 88% recall and a business case projecting 8x ROI on retention investment.
Modelled user-level financial behavior across cohorts; identified segmentation opportunities projected to improve Assets Under Management conversion by 25-30%.
Comparative ML analysis for dynamic pricing optimization; key finding: model selection must align with business objective, not statistical performance alone.
Built SQL-based automation at Givaudan delivering 18 hrs/month in efficiency gains with a 23% improvement in data accuracy through anomaly detection frameworks.
Targeting strategy or business analyst roles where analytical depth meets real business impact. Open to opportunities, collaborations, and conversations.