Mojtaba Bahrami
PhD Student in Machine Learning and Computational Biology
Institute of Computational Biology
Helmholtz Munich
Technical University of Munich
Biography
I’m a PhD candidate at Theis Lab working under the supervision of Prof. Fabian J. Theis at Institite of Computational Biology, Helmholtz Munich and Technical University of Munich (TUM). My primary focus lies in the intersection of machine learning and computational biology, specifically in the field of single-cell genomics. Previously, I have received my B.Sc. in Electrical Engineering and M.Sc. in Computer Engineering, Artificial Intelligence from Sharif University of Technology, Tehran, Iran. During my master, I focused on machine learning and deep learning in biomedical applications. I had the opportunity to be a visiting scholar at Mcgill University, School of Computer Science working with Dr. Yue Li and research assistant at Computer Aided Medical Procedures Lab, Technical University of Munich, Germany, under the supervision of Prof. Nassir Navab. I was also the team lead data scientist at Hengam.io where we built and developed AI-based E-commerce solutions for Shopify merchants to grow their business.
Please visit my Google Scholar for the most recent publications.
- Machine Learning
- Compuational Biology
- Deep Learning in Bio-Medical Applications
M.Sc. in Artificial Intelligence, 2020
Department of Computer Engineering, Sharif University of Technology
B.Sc. in Electrical Engineering, 2017
Department of Electrical Engineering, Sharif University of Technology
Experience
Under the supervision of Prof. Nassir Navab
Research topics:
- applications of graph convolutional neural networks on the biomedical population graphs
- self-supervised pre-training strategies in the medical image analysis
worked on single-cell Generative Adversarial Networks to integrate both the single-cell representation learning and batch-effect correction procedure into a unified and end-to-end deep adversarial model.
