Computer vision based motion analysis system.

Development of AI pipelines for the detection of images or documents digital manipulations.

Alpin skiing and snowboarding teaching from beginners to competitors.

Master Project at the Computer Vision Laboratory on 3D pose based motion correction for rehabilitation physical exercises. Directed by Prof. Pacal Fua and supervised by Sena Kiciroglu and Isinsu Katircioglu.

Building next generation assistive device for blind and visually impaired people.

Data Science--- Implement clinical guidelines for diagnosis and treatment of specific diseases to generate synthetic data representing this knowledge.--- Extract medical features, treatments and response from large patient databases.Machine Learning and precision medicine--- Build Neural Network to predict the diagnosis of several pathologies (in particular Metastatic Melanoma) and the most appropriated treatment for each patient.Programming Language--- Python… Show more Data Science--- Implement clinical guidelines for diagnosis and treatment of specific diseases to generate synthetic data representing this knowledge.--- Extract medical features, treatments and response from large patient databases.Machine Learning and precision medicine--- Build Neural Network to predict the diagnosis of several pathologies (in particular Metastatic Melanoma) and the most appropriated treatment for each patient.Programming Language--- Python (TensorFlow, Pandas) Show less

Implementation of a machine learning algorithm using sensor fusion to improve animal behaviour classification. Project in collaboration with the Population Ecology Group at the University of Zurich, and the Kalahari Meerkat Project. Under the direction of Prof. Kamiar Aminian and the supervision of Pritish Chakravarty.

Test of different motion respiration binning in heart MRI of transplanted patients.Project in collaboration with the Biomedical Imaging Center (CIBM) and the CardioVascular Magnetic Resonance research center (CVMR)