Python cohort retention & LTV:CAC analysis (synthetic e-commerce): heatmaps + channel unit economics (HTML/PDF report).
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Updated
Jan 17, 2026 - Jupyter Notebook
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ltv-cac-ratio
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Auditoría estratégica de ROI y Unit Economics para la plataforma Showz. Identificación de ineficiencias críticas en la captación de usuarios y optimización de la rentabilidad operativa mediante el análisis profundo de LTV, CAC y ROMI.
python customer-retention eda pandas business-intelligence cohort-analysis marketing-analytics pyarrow roi-analysis unit-economics data-driven-intelligence ltv-cac-ratio
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Feb 17, 2026 - Jupyter Notebook
Data-driven SaaS pricing optimization using ML to maximize LTV/CAC ratios. Employs Random Forest, clustering, and elasticity analysis on 4,222 customers to recommend tiered pricing strategies that balance revenue growth with sustainable churn rates.
python data-science machine-learning random-forest scikit-learn jupyter-notebook saas business-intelligence data-analysis predictive-analytics churn-prediction k-means-clustering customer-segmentation customer-analytics price-elasticity pricing-strategy pricing-optimization saas-metrics revenue-forecasting ltv-cac-ratio
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Nov 21, 2025 - Jupyter Notebook
End-to-end data warehouse (Bronze/Silver/Gold) with multi-touch attribution and Tableau dashboards
sql data-visualization data-warehouse data-analytics data-analysis dwh tableau cac ltv cohort-analysis ad-revenue roas customer-journey multi-touch-attribution marketing-analysis medallion-architecture linear-attribution marketing-kpis ltv-cac-ratio last-touch-attribution
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Feb 19, 2026 - TSQL
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