Dr Ayman Elgharabawy
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About
Ayman is a Postdoctoral Fellow within the Biological Data Science Institute (BDSI) and CSIRO (Agriculture and Food Dept). Ayman received his Ph.D. (2022) from the School of Computer Science, Faculty of Engineering and Information Technology, University of Technology Sydney (UTS), Australia. Ayman finished his Bachelor's and Master's Degree in the Biomedical Engineering Dept. Faculty of Engineering, Cairo University, Egypt. Ayman has multiple disciplinary, academic, and professional areas. His research focuses on implementing Machine learning algorithms for BioSignal, Bioinformatics, and Preference Learning using Neural networks to solve different bioinformatics, image processing, and Brain-Computer Interfaces (BCI) problems. Ayman has 14+ years of experience as a programmer using different programming languages (C, C++, Java ,JavaScript, C# , Python, Matlab), software designer, and technical and solution architect in different companies (HP, CGI-Logica, Vodafone).
Affiliations
Research interests
- Machine Learning (Deep Neural Network, Preference Learning , Computational Genomics, Image Processing)
- Machine Learning Algorithms and Bayesian statistics.
- Bioinformatics
- Brain Computer Interface (BCI)
Projects
- Crop-yielding Prediction using Neural Network for Stochastic Differential Equation Parameters Estimation, Principal investigator
- Multiple Motif Matching Automata to Explore Genome Language Model, Principal investigator