May 2021 - July 2023

Jan 2024

May 2022

May 2023

Churn Prediction Subscrition Services

Developed a churn prediction model for subscription services using machine learning to identify at-risk customers and improve retention strategies. Utilized Python and Tableau to analyze behavior patterns and visualize insights.

Customer Lifetime Value Prediction

Built a model to predict customer lifetime value (CLV) for enhancing marketing strategies and customer segmentation. Analyzed transaction data using machine learning techniques to forecast future revenue from customers, leveraging Python for modeling and analysis.

Predictive Maintenance in Manufacturing

Developed a predictive maintenance model for manufacturing to anticipate equipment failures and reduce downtime. Utilized machine learning algorithms to analyze sensor data and predict maintenance needs, improving operational efficiency and reducing costs.

Retail Sales Optimization

Implemented a model to optimize retail sales through data analysis and forecasting. Analyzed sales trends and customer behavior to improve inventory management and promotional strategies, using machine learning and Python to enhance sales performance.

Demand Forecasting for E-Commerce

Developed a demand forecasting model for e-commerce to predict product needs and optimize inventory using machine learning and data analysis.