Current tasks:- In-house Video Deepfake Detection (Research, Data acquisition, Model training, Inference evaluation)- Participation in funded project FAKE-ID to detect Deepfakes: https://www.sifo.de/sifo/shareddocs/Downloads/files/projektumriss_fake_id.pdf Former tasks:- Improve in-house Liveness detection model: Presentation attack detection by using 3D information calculated from multiple input images- Applying SOTA self-supervised models for initializing/pre-training neural networks before finetuning them on labeled data- Evaluate super-resolution models for data preprocessing- Implement new face detection model

- Development of visualizations representing performance attributes of a NetApp file server- Acquisition of in-depth knowledge of the Python programming language- Application of knowledge of web development (JavaScript, jQuery, interactive SVG graphics)