Sourour H.

Sourour H. is a seasoned Computer & Communications Engineer specializing in Machine Learning and software systems with extensive expertise in constructing robust, secure, and explainable solutions. She possesses hands-on experience in deploying large language models and developing complex agentic systems from her research internship in Paris. Her work includes an impressive graduate thesis at Lebanese University that utilized deep learning to build a four-pipeline multimodal system for automated dental-implant risk classification, achieving notable results of 92.7% AUC-ROC and 95.1% accuracy even under challenging data conditions. Sourour holds a dual M.Eng. in Computer & Communications Engineering and IoT & Smart Systems, and has developed proficiency in tools like LangChain, RAG, PyTorch, and YOLOv8, reflecting her commitment to advancing AI technology in medical imaging and security applications. She has further enriched her skills through internships focused on anomaly detection, AI security, and telecommunications engineering.