At ENSA Khouribga Laboratory, I developed an AI-generated image detection system and compared CNN and Vision Transformer models, including ResNet-50, ViT, Swin Transformer, and MoLD. I proposed MoLD-LF, a late-fusion variant using CLIP-ViT-L/14, and evaluated how models generalized across synthetic image generators.
At Dislog Group, I designed a data warehouse from transactional data and developed SQL Server star schemas, SSIS workflows, and Power BI dashboards. My projects also include a BERT-based pipeline for generating educational questions and summaries, and a fine-tuned Mistral system that scores CVs against job offers.
