Dr. Ayman Gh

Assistant Professor

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Biography

Ayman is a postdoctoral fellow at the Biological Data Science Institute (BDSI) and a visiting scientist at CSIRO, specializing in bioprediction and integrated analytics within crop sciences. He earned his Ph.D. in 2022 from the University of Technology Sydney, focusing on advanced machine learning techniques. Ayman holds both a bachelor's and master's degree in Biomedical Engineering from Cairo University, Egypt. With over 14 years of programming experience, he is proficient in languages such as C, C++, Java, JavaScript, C#, Python, and Matlab. His research interests encompass machine learning algorithms applied to biosignal processing, bioinformatics, and brain-computer interfaces. Ayman's work also includes the development of neural network architectures and deep learning methods in computational biology. He actively supervises research students in these areas.

Research Interests

Experience

Postdoctoral Fellow

2022-01-01 — Present

Biological Data Science Institute • Canberra

Focused on bioprediction and integrated analytics in the context of crop sciences.

Visiting Scientist

2022-01-01 — Present

CSIRO • Canberra

Collaborated on various projects related to agricultural data analysis and machine learning.

Requirements for Australian National University

Master Program
Requirements
GPA Requirement
Required:2.8
IELTS
Listening
Required:6
Reading
Required:6
Writing
Required:6
Speaking
Required:6
Overall
Required:6.5
TOEFL
Listening
Required:18
Reading
Required:18
Writing
Required:22
Speaking
Required:18
Total
Required:80
PTE
Listening
Required:55
Reading
Required:55
Writing
Required:55
Speaking
Required:55
Overall
Required:64
Prerequisites
Bachelor degree or international equivalent Cognate discipline for some specializations
Application Checklist
  • Academic Transcripts
  • Proof of English Proficiency
  • Copy of Passport
  • Curriculum Vitae
  • Statement of Purpose
Specialization Notes

Requirements are standardized across most Master of Science and Arts programs within the College of Science and College of Arts & Social Sciences.