Machine Learning Models
Predictive modeling and classification systems using supervised learning, decision trees, and model evaluation frameworks.
Predictive Bank Loan Modeling
Built a predictive classification model for a bank to identify which existing customers are most likely to accept a personal loan offer. The model achieved 98.7% recall, enabling targeted marketing campaigns that could reduce customer acquisition costs by 60–70%.
Python
Decision Trees
Feature Engineering
EDA
Classification
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Custom Classification Model
Trained and evaluated a custom classification model for structured data prediction. Full case study details coming soon.
Python
Scikit-learn
Model Evaluation
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