Projects

A selection of projects involving data analytics, experimentation, business intelligence, and software development.

Sales Forecast API

End-to-end machine learning project for daily sales forecasting, including data preprocessing, feature engineering, model training, evaluation, and deployment. The project features a FastAPI prediction API, Docker containerization, automated CI/CD with GitHub Actions, and deployment on AWS.

Repository: GitHub Repository

Customer Churn Analysis

End-to-end churn analysis project involving data cleaning, exploratory data analysis, feature engineering, and business recommendations. The project also includes an interactive dashboard for monitoring customer retention metrics and key drivers of churn.

Repository: GitHub Repository

A/B Test Conversion Analysis

Statistical analysis of an A/B test designed to evaluate differences in conversion rates between experimental groups. The project includes hypothesis testing, confidence intervals, interpretation of results, and recommendations based on data-driven evidence.

Repository: GitHub Repository

Task Manager API

REST API developed with Python for task management, featuring CRUD operations, data persistence, authentication, and backend development best practices.

Repository: GitHub Repository