Software Engineer @ Speargrowth

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Utkarsh Vijay  • Peerlist

This is a project to automate the prompt generation for generation of image (qr in my case). Writing and learning prompt generation is tedious task which can be automated through RAG (Retrieval-Augmented Generation) if correct instructions are given.Here for generating artistic qr codes i have used a fine-tuned version of stable diffusion which has been trained using controlnet method.

Gen-AI Qr-codes

• Utilized the Layered (N-Tier) design pattern to structure the application, dividing it into Presentation, Business, andPersistence layers for improved maintainability and scalability.• Implemented JWT auth for API security and documented api endpoints with Springdoc Swagger, improvingdeveloper onboarding and integration time.• Designed an ER-Diagram and deployed the SQL database on AWS RDS, deployed the application on AWS ElasticBeanstalk.