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

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.