Mohammad Samer Abdul Munim Al Ratrout

I am currently pursuing a PhD in Computer Science at the University of Delaware, where I focus on enhancing AI personalization through innovative language models. My research includes developing adaptive agents that utilize voice recognition and memory storage to tailor responses for multiple users, significantly improving user interaction.

As a Graduate Research Assistant at the Human-Computer Interaction Lab, I have generated personalized datasets and pre-trained multimodal large language models. My work has led to the creation of automated pipelines for multimodal learning and the fine-tuning of AI models that outperform existing benchmarks like ChatGPT-4. I am passionate about leveraging technology to improve healthcare, particularly through AI agents designed for Alzheimer's caregiving.