Why statement
I believe in/that:
- sharing AI research experiences with blogs & open-source.
- engineering is the big bottleneck of deep learning.
- creating useful human-centered AI solutions.
Who am I?
I tend to love minimalism, simplicity and honesty. In sociatey terms, I am an Electrical and Biomedical Engineer (MEng + MSc) that is interested in the development of human-centered AI.
- PhD Researcher at HHU (University of Dusseldorf) focused on self-supervised representation learning and medical imaging.
- AI Science writer at AI Summer
- Previous AI research projects that I consciously participated include radiotherapy research for people with cancer (2020), Greek Sign Language solution systems (2019) and educational games for people with disabilities (2018).
Research Interests
My AI research interests include 3D medical imaging, image and video analysis, graph-based deep learning models, and generative deep learning.
Core projects
- Co-creator of the first ever interactive and 100% text-based deep learning course
- Creator of the MedicalZoo, a PyTorch library that provides out of the box state of the art 3D segmentation models
- AI science writer and co-founder at AI Summer
- Author of the GAN in Computer Vision free ebook.
- Responsible for the creation of the first large-scale RGB+D Greek sign language video dataset. arxiv link
- Creator of self-attention-cv a python package (available via pip) with multiple self-attention modules for computer vision.
Email remark
If you have an offer, opportunity, or introduction that might make my life more interesting, then definitely e-mail me at nikolas [at] theaisummer.com . I’ll only respond to those proposals that are a good match for my schedule and interests.