Project Case Studies
Machine Learning (6)Feature Engineering (6)Powerpoint (5)Predictive Modeling (4)Customer Analytics (4)Marketing Analytics (4)Classification (3)Python (3)Scikit-learn (3)Segmentation (3)Unsupervised Classification (3)Clustering (3)R (3)Excel (3)Propensity Modeling (2)Pandas (2)SQL (2)Technology (2)ML Pipeline (1)Promotion Effectiveness (1)Retail (1)Clickstream Data (1)Dashboard (1)BigQuery (1)Time Series (1)Dimensionality Reduction (1)Matplotlib (1)
Data Science
Loan Delinquency Prediction
Prediction of charge-off and customer delinquency for a micro-finance company
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Data Science
RFM Segmentation of Customers
Behavioral segmentation of customers of an online casino to tailor marketing efforts
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Data Science
Customer Behavioral Segmentation
Behavioral segmentation of retail customers aimed at improving response to price promotions
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Data Science
Dealer Churn Prediction
Strategizing retention improvement by estimating each subscribed dealer's propensity to churn
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Data Science
Driver Behavioral Segmentation
Behavioral segmentation of drivers for a ride-hailing platform aimed at reducing incentive burn
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Data Science
DDoS Attack Detection
Building machine learning models for early detection of DDoS attacks using time series classification
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