Smart Regression & Data Insight System
An enterprise-grade analytics platform born from the Modern Regression curriculum at Horus University Egypt. We transformed traditional statistical inference into a seamless digital experience. Powered by a high-performance FastAPI engine and a stunning Next.js 14 dashboard, the system delivers real-time Least Squares Estimation, ANOVA, rigorous hypothesis testing, and interactive diagnostic visualizations at scale.
Academic context
Course instructor
Visionary academic supervisor bridging the gap between theoretical statistics and modern software engineering. This platform was architected under her guidance to translate complex syllabus concepts—Least Squares Estimation, ANOVA decomposition, and rigorous coefficient inference—into a production-grade, interactive analytics experience.
The team
10 students from the Faculty of AI & Informatics, led by Alaa Saber Mohamed.
