Projects

Browse Projects

Browse projects tagged with "resampling".

Google Trends Time Series Analysis cover image

Google Trends Time Series Analysis

Data

Three economic signals — Tesla, Bitcoin, and US unemployment — each paired with Google Trends search data across mismatched time frequencies and aligned by resampling. The 2020 COVID shock compressed months of unemployment pattern into weeks.

SMS Spam Classifier cover image

SMS Spam Classifier

Ai-ml

SMS spam detection comparing three approaches — Naive Bayes, SVM, and Amazon Bedrock (Claude Haiku zero-shot) — on the same test set. Every prediction comes with a plain-English explanation of the words that drove it. Class imbalance addressed explicitly. Deployed on Azure App Service.

Telco Customer Churn Predictor cover image

Telco Customer Churn Predictor

Data

Churn prediction with plain-language risk explanations a retention team can act on. Logistic Regression wins (ROC-AUC 0.8362), benchmarked against Amazon Bedrock Claude Haiku 4.5 zero-shot — tied at 70%. Flask API on Azure.

GitHub Live Details ⏳ Loading Period

No projects found

No projects match the current filter.