We strongly endorse Yahya for their exceptional work in exploring the intersection of computer vision and large language models. Their initiative in combining state-of-the-art AI techniques into a practical workflow demonstrated both technical skill and creativity. They approached challenges with persistence, delivered tangible results within the project timeline, and provided insights that are already valuable to our company. We are confident that their ability to bridge research and application will make them a strong contributor to any advanced AI or software development team.

The student made strong contributions by researching and prototyping the use of AI models for automating user interface development. They combined a computer vision model for detecting UI elements in screenshots with a large language model for generating code, building and testing the workflow both on local hardware and cloud GPUs. Their work shows how modern AI techniques can streamline development, while also demonstrating initiative, adaptability, and the ability to connect research into practical outcomes that benefit our company.