Objectives

1. Build an AI image generation platform from frontend to backend architecture.
2. Host AI image editing models on serverless platform
3. Create brand identity for “PhotoFiltr”.

Front-end & Design

I designed and developed the website frontend directly in Webflow using Relume component. The website is designed in neobrutalistic look. The websites assets were made with Figma.

Backend

I wrote a custom Python backend backed by a SQL database to manage users, credits, and job history. Users sign in with Google OAuth, get a personal dashboard to review past operations and token usage, and pay through Stripe.

Model hosting on serverless architecture

The AI models run on Modal’s serverless GPU platform. I optimized the serving code for fast cold starts, using image snapshotting.