Forough Shirin Abkenar

Lecturer

Researcher specializing in computer networks (wireless and optical) and machine learning, with expertise in deep learning, generative AI, and domain adaptation. Experienced in developing advanced AI models and fine-tuning LLMs for failure prediction, optimization, and decision-making in dynamic systems. Skilled in Python and PyTorch, with a strong foundation in probabilistic modeling and representation learning. Passionate about applying cutting-edge ML to real-world problems.

Education and Degree(s)
  • Postdoctoral Scholar, University of California, Davis, USA, 2023 - 2025
  • Postdoctoral Scholar, University of California, Irvine, USA, 2022 - 2023
  • Ph.D., Electrical and Information Engineering, University of Sydney, Australia, 2018 - 2022
  • M.Sc., Information Technology Engineering, Sahand University of Technology, Iran, 2012 - 2014
  • B.Sc., Information Technology Engineering, Shahid Madani University of Azarbayjan, Iran, 2008 - 2012
Honors and Awards
  • Dean’s Award for the Best Thesis, The University of Sydney, 2023
Membership and Service
  • Member of Institute of Electrical and Electronics Engineers (IEEE)