Pinned Loading

1. mpesa_fraud_detection mpesa_fraud_detection Public

   FraudWatch Africa is an end-to-end unsupervised fraud detection project built around Isolation Forest to detect anomalous mobile money transactions without labeled fraud data.

   Jupyter Notebook

2. telecom-churn-prediction telecom-churn-prediction Public

   This project focuses on predicting customer churn in the telecommunications sector using machine learning techniques. By analyzing customer demographics, service usage patterns, and account informa…

   Jupyter Notebook

3. finquery finquery Public

   FinQuery is a Django-based web application that demonstrates how to build and deploy text classification pipelines for customer support in digital banking. By leveraging both a lightweight TF‑IDF +…

   Jupyter Notebook

4. customer-segmentation customer-segmentation Public

   This project focuses on segmenting customers based on their purchasing behavior using RFM (Recency, Frequency, Monetary) analysis combined with KMeans clustering. The objective is to identify disti…

   Jupyter Notebook

5. airline-passenger-satisfaction airline-passenger-satisfaction Public

   This project delves into the factors influencing airline passenger satisfaction by analyzing a comprehensive dataset of over 129,000 survey responses. Utilizing data science and machine learning te…

   Jupyter Notebook 1

6. Fake-News-App Fake-News-App Public

   Fake News Detection A Django-based machine learning system for detecting fake political news articles with 99.53% accuracy using Logistic Regression. The project provides a REST API endpoint for re…

   Jupyter Notebook 1