EastRide AI
Marketplace
A next-generation car marketplace that uses Gemini AI and computer vision to let buyers find vehicles by image upload, and helps admins populate listings automatically from photos.
2× AI
Buyer & Admin Pipelines
Gemini
Computer Vision Engine
Personal
Project Type
For Sale
Open to Acquisition
My Role
Solo Full-Stack Developer
Project Type
Personal Portfolio · Open to Acquisition
Status
Live with Dummy Data · Production Ready
Car discovery is broken.
AI can fix it.
Every existing car marketplace works the same way: you type keywords, hope your vocabulary matches the listing vocabulary, and scroll through results that may or may not be what you had in mind. If you saw a car on the road and want to find it, you're basically guessing.
On the other side, dealers and admins waste significant time entering car specifications manually for every single listing, make, model, year, body type, trim, and more. It's repetitive, error-prone, and slow.
The vision: one AI pipeline that transforms the buyer experience, and another that eliminates the manual overhead of managing inventory.
Two AI pipelines. Two different problems solved.
Visual Car Search (Buyer-Side AI)
A buyer uploads any car image, from their gallery, a screenshot, or a photo on the street. Gemini AI analyzes the image and Cloudinary's computer vision pipeline matches it against active listings, returning the closest visual and spec matches.
Auto Spec Extraction (Admin-Side AI)
Admins upload a car photo and Gemini AI automatically extracts the make, model, year, body type, and other base specifications. What would take 10 minutes of manual entry takes seconds, and with higher accuracy.
How the Visual Search Works
User uploads image
Photo from gallery, screenshot, or camera
Cloudinary processes
Image is uploaded and optimized via Cloudinary
Gemini AI analyzes
Multimodal AI identifies make, model, and features
Matches returned
Closest listings surfaced by spec and visual similarity
Every screen built for a specific user need.
Beyond the AI — a complete marketplace.
Full Listing System
Complete car listings with photos, specs, pricing, mileage, condition, all structured and searchable.
Admin Dashboard
A dedicated backend for dealers to manage inventory, add/edit listings, and monitor inquiries.
Authentication — Next-Auth
Multi-provider authentication with role-based access separating public users, registered buyers, and admins.
MongoDB Data Layer
Flexible document schema for vehicle data that handles diverse listing attributes without rigid constraints.
Cloudinary Media Pipeline
All car images are optimized, resized, and served via Cloudinary CDN, fast loading across all devices.
Gemini AI Integration
Google Gemini's multimodal capabilities power both the visual search and the auto-spec extraction features.
Full-Stack Framework
Next.js 14
Computer Vision
Gemini AI
Media & AI
Cloudinary
Database
MongoDB
Authentication
Next-Auth
Language
TypeScript
Styling
Tailwind CSS
Deployment
Vercel
Open to Acquisition
This is a working product, not just a demo.
EastRide AI is built production-ready. The AI pipelines work, the admin system is functional, and the codebase is clean and documented. If you run a dealership, automotive classifieds platform, or want to launch a marketplace in this space, this product is ready to deploy under your brand.
Get in TouchHAVE A PROJECT
IN MIND?
I’m currently accepting new projects and full-time opportunities. Let’s build you a solution that matters.