Project Overview
A modular backend system that powers an AI content editor offering multiple content-generation and transformation features.
The Problem
Managing multiple AI features in a single system while keeping the backend scalable and maintainable.
The Solution
Designed a modular Flask and FastAPI backend with separated services and prompt orchestration logic.
Architecture
- Service-oriented backend design
- Prompt orchestration layer
- User-specific personalization handling
Key Challenges
- Coordinating multiple AI pipelines
- Avoiding prompt conflicts
- Maintaining performance under load
Outcome
Delivered a flexible backend capable of powering a full-featured AI content creation platform.