After KAUST Academy
Marwan graduated from the KAUST Academy AI Specialization in September 2026 and finished among the top participants in the program's Kaggle competition tournament.
Summer project
Artificial Intelligence Specialization · Cohort 2026
Deepfake & AI-Generated Image Detection with Visual Explanation using Vision–Language Models
Our project develops a deepfake and AI-generated image detection system that uses a vision–language model to provide both a verdict and a human-readable explanation. We fine-tuned the FakeReasoning model using memory-efficient QLoRA while preserving its pretrained visual features. The resulting system improves detection performance on our target dataset, maintains strong generalization across unseen image generators, and is deployed through a simple web interface where users can upload an image and review the model’s reasoning.
With KAUST Academy
- Cohort 2026
Artificial Intelligence Specialization
King Khalid University · Artificial Intelligence Summer School
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