We are looking for an experienced developer to optimize an existing image generative AI project. The current stack includes
Next.js for the frontend and Django for the backend, which integrates with the AI models. The primary goal is to enhance performance, scalability, and overall efficiency of the application. This involves identifying bottlenecks, refactoring code, and implementing best practices across both the frontend and backend.
Key areas of focus for optimization include:
Frontend (
Next.js):
- Improve loading times and responsiveness.
- Optimize image rendering and display.
- Enhance user experience and interaction with generated images.
- Implement efficient data fetching strategies.
Backend (Django):
- Optimize API endpoints for faster response times.
- Improve the efficiency of AI model inference calls.
- Database query optimization.
- Ensure robust and scalable server architecture.
AI Integration:
- Explore methods to speed up image generation processes.
- Potentially optimize model serving or integration patterns.
The ideal candidate will have a strong understanding of both
Next.js and Django, as well as experience with ai/ml project optimization. A proactive approach to identifying and solving performance issues is crucial.
Delivery term: Not specified