Berk Dogan

-Lead software developer in Python and technical product developer -Developed machine/deep learning models for computer vision, natural language processing and classical machine learning tasks -Designed Website (SaaS) backend and led a web development team as a project manager -Maintained and designed the company database -Administered the operations in AWS -Supervised student projects and contributed to the selection of the new employees

-Image and Visual Representation Lab (IVRL)

-Implemented a transceiver in MATLAB that is compliant with the IEEE 802.15.4 ultra-wideband physical layer and performed related simulations

-Wrote a MATLAB program with GUI that performs cascade analysis calculations for gain, noise figure, IP3 and P1dB variables of arbitrary number of stages; did research on sense and avoid systems

-Specialized in machine learning, deep learning, and computer vision -Acquired hands-on experience in disentangled representation learning, semantic segmentation, domain adaptation, variational autoencoders, generative adversarial networks, face hallucination and super-resolution at the Computer Vision Laboratory, ETH Zurich -Master’s Thesis: Disentanglement of Aging and Disease Effects in Alzheimer's Disease Progression via Deep Learning

-Comprehensive Scholarship