A scalable and reliable backend infrastructure built using serverless GPUs and Python, deployed on GCP. Integration of generative AI services including text-to-image, image-to-image, face animation, face swap, and OpenAI Chat GPT. API endpoints for each service, thoroughly documented for easy integration with the client’s application.

Detailed report outlining the achieved 70% reduction in operating costs and the 50% improvement in OpenAI chat response speed. Documentation of the prompt engineering techniques used to enhance generation quality and the filtering mechanisms implemented for NSFW content. Metrics and benchmarks demonstrating the performance and scalability of the backend system.

Thoroughly documented APIs, including usage examples and best practices for integration. Demo videos showcasing the setup, configuration, and usage of the generative AI services. Bash scripts and setup guides to facilitate quick and smooth onboarding for the client’s engineering team, ensuring they can efficiently integrate and maintain the provided services.