Dr Ayesha Sohail is a Senior Lecturer in Information Technology with expertise in Machine Learning, Data Science, Artificial Intelligence, Applied Mathematics, Statistics, and Computational Modelling. She is a Senior Fellow of the Higher Education Academy (SFHEA) and has extensive experience teaching, coordinating, and developing undergraduate and postgraduate courses across diverse educational settings.
At Skyline Higher Education Australia (SHEA), Dr Sohail teaches Machine Learning, Data Science, and Capstone Project units, helping students develop the technical, analytical, and professional skills required for successful careers in the rapidly evolving technology sector. She is passionate about bridging the gap between theory and practice by incorporating authentic industry-focused projects, real-world datasets, and applied problem-solving approaches into her teaching.
Her research integrates mathematical, statistical, and machine learning methodologies to address complex real-world challenges. She has worked across interdisciplinary fields including artificial intelligence, optimisation, public health analytics, computational modelling, and data-driven decision-making. Her computational algorithms have received international recognition from MathWorks for
their innovation and educational value.
Dr Sohail has successfully secured research funding, supervised Honours and PhD students, and collaborated with multidisciplinary research teams in Australia and internationally. She is committed to student-centred learning, curriculum innovation, and preparing graduates with the skills needed to thrive in a technology-driven global environment.
