Detects and localises document forgeries at 97% accuracy.
Design and implementation
- metadata analysis
- Fourier analysis
- Error Level Analysis
- template matching
- vector database
Projects
Case studies. Each one follows the same shape: the problem, what I built, the decision that mattered, and the result.
A feature-fusion CNN for gastrointestinal disease classification, published in Diagnostics.
Co-author, model architecture and evaluation
- EfficientNet-B0
- squeeze-and-excitation
- feature fusion
- HyperKvasir dataset
Segments roads and buildings from satellite imagery for urban planning.
Design and implementation
- U-Net
- semantic segmentation
- satellite imagery
Turns a long video into a short summary with follow-up Q&A.
Design and implementation
- speech-to-text
- LLMs
- NLP
- multilingual