Data Science Case Studies
Price Optimization Model for Airbnb, which helps Airbnb hosts set the right price for their Airbnb listing and provides customers, the benefit of cost. This is a Regression Analysis problem.
Automotive aftermarket pricing analytics
Synthetic personal-lines insurance portfolio built as a governed digital twin, with dataset freezing, validation gates, and actuarial realism.
End-to-end Machine Learning project that predicts optimal product discount and estimates revenue impact using LightGBM and Streamlit.
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End-to-end machine learning project to predict whether hotel guests will cancel their booking. Includes pricing analysis and recommendations for increasing revenue and reducing cancellations.
Daily RGM price intelligence for Coca-Cola CSD at Retail store Ireland — zero-cost automated pipeline
Reproducible pricing governance analytics for discount leakage, margin exposure, and customer intervention prioritization.
End-to-end pricing analytics pipeline modeling gross-to-net optimizations, distributor discount structures, rebate ROI, and competitor gaps with interactive dashboard.
Segment-level pricing diagnostics and forecasting for marketplace transaction data
Machine learning project for retail price optimization using Decision Tree Regressor and pricing analytics.
Pricing & yield analytics on a real warehouse portfolio using SQL and pandas — rate premium, +50% growth, and repricing recommendations.
Identify the opportunities to improve upfront pricing precision in ride-hailing
Revenue optimization and pricing intelligence platform with elasticity analytics, profit optimization simulations, executive pricing dashboards, and strategic revenue insights.
Enterprise-grade decision support system for grain pricing and demand forecasting using machine learning, time-series forecasting, pricing scenario simulation, and business intelligence dashboards.
Pricing Analytics: Como os Dados Guiam Estratégias de Mercado de Cobre Trabalho apresentado para obtenção do título de especialista em Business Intelligence & Analytics na ECA-USP Pricing Analytics: How Data Guides Copper Market Strategies Work was presented to attain the Specialist in Business Intelligence & Analytics title at ECA-USP
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