Gea Rahman

Dr. Gea Rahman is a Lecturer in Computing at Charles Sturt University (CSU), specializing in data science and machine learning. He holds a PhD in Computer Science from CSU, and MSc/BSc degrees from Rajshahi University, Bangladesh, where he was awarded a Gold Medal for academic excellence. With over 20 years of teaching experience, he previously served as Professor and Programme Director at Bangladesh Agricultural University.

Education:

• PhD in Computer Science (Data Science/ML), Charles Sturt University (2011-2015)
• MSc in Computer Science & Engineering, Rajshahi University (2002-2003)
• BSc (Hons) in Computer Science & Technology, Rajshahi University (1998-2002)

Research Interests:

• Data science applications in agriculture, healthcare, and environmental monitoring
• Machine learning techniques including ensemble/deep learning, transfer learning, and incremental learning
• Data preprocessing methods (missing value imputation, outlier analysis)
• AI ethics and healthcare consent strategies

Awards:

• Global Research Impact Recognition Award 2020
• Best Researcher Award
• Gold Medal for Academic Excellence (2003)

Advising & Grants:

• Principal supervisor for multiple postgraduate students
• Recipient of grants including:
  • Ai-Enabled Segmentation of Brain MRI (2024)
  • Adaptive Federated Learning Framework (2024)
  • Unusual Behaviour Detection in Aged Care (2023)

He is part of the Data Mining Research Group (DaMRG) and actively contributes to conferences/journals as a reviewer and editorial board member.