Computer vision and image classification

CNN-based image classification, transfer learning on EfficientNet, model comparison against classical baselines, and shipping models behind a usable interface.

Evidence

• DeepFake Detection Framework — MSc dissertation: an Attention-Enhanced EfficientNetB7 deep learning framework for deepfake image detection, reaching 97% accuracy on 10,000+ synthetic images, with a Streamlit app for real-time prediction. (97% accuracy · 10,000+ images · Real-time prediction)

Experience

• MSc Artificial Intelligence, National College of Ireland — First Class Honours

Keywords

computer vision · CNN · image classification · transfer learning · TensorFlow

Work together

Open to AI engineering roles in Dublin, across Ireland and remote, and to freelance projects. Get in touch.