CarMania

About the Project

CarMania is a marketplace for luxury and exotic cars. Buying a car at this end of the market is as much about feeling as it is about specs, so the product pairs a cinematic browsing experience with AI features that help buyers decide with confidence.

AI at the Core

AI-assisted recommendations surface cars that match what a buyer is actually looking for, rather than leaving them to dig through filters.

An AI price estimator gives buyers and sellers a grounded sense of what a car is worth, putting a model behind a real product feature instead of a demo.

Built End to End

React and Next.js power the front end and the cinematic browsing experience. Node.js and Python run the back end and the models, with PostgreSQL and Prisma handling data.

What It Shows

CarMania brings together the two halves of my work: full-stack product engineering and the data science and machine learning I studied at LUMS.