Computer Scientist · Researcher · Educator
PhD Candidate at Sunway University · Current work: Digital Twins & Cellular Networks
I'm a computer scientist with a foot in both worlds. In the academic world, I research, and teach. In the practical world, I build software, design interfaces, and offer IT consultancy. My current PhD work is on digital twins for cellular network optimization, using machine learning to make virtual replicas that mirror and improve real networks.
About
I'm a computer scientist and researcher. The kind who writes the code, designs the interface, and then writes the paper about it. I've taught at university level, worked with clients as a freelance professional, and spent the last few years deep in research.
My current PhD work is on digital twins for cellular network optimization, using machine learning to build live virtual replicas that mirror and improve real networks. Outside of research, I build and design for the web, because building things keeps the research honest.
Research
Ongoing
Building live virtual replicas of cellular networks that mirror current conditions, then using machine learning to predict congestion, optimise resource allocation, and test configuration changes safely before they touch the live network.
Previous
Earlier work spanned fog computing collaboration for efficient service delivery in smart cities, machine learning and LoRa for corrosion risk estimation, wireless network dataset collection and analysis, and grid collapse prediction using hybrid deep learning models in smart energy systems. Four different domains, one underlying thread: applying distributed and intelligent systems to problems in the real world where latency, reliability, and prediction actually matter.
Experience
Publications
Current list on Google Scholar.
Contact
Open to research collaborations, design work, and interesting problems.