Building data-drivenproducts where cleanengineering meetshuman-centered design.

The Churn Prediction System is a practical, end-to-end tool that helps teams understand which customers are at risk of leaving — before they actually do. Rather than treating churn as a mystery, it turns everyday customer behavior into a clear, quantified risk signal that anyone on the team can act on.

A regression-based salary prediction project that covers data cleaning, feature engineering, model comparison, and residual analysis using scikit-learn pipelines.

Smooth scrolling and parallax effects in React /Next.js using Lenis + GSAP. Complete guide with code, demo images, and performance tips for stunning interactive sites.