Churn prediction model for business customers that identified potential churners with higher precision than the client’s existing model, achieving a 15-20% improvement in accuracy.

The existing approach relied on a static Excel workbook that was limited in flexibility, accessibility, and scalability.

Real-time facial detection and analysis solution, combining robust face detection and accurate recognition with various facial feature extraction