Biography
With over 10 years of experience in data analytics, I possess expertise in statistics, machine learning, artificial intelligence, and cloud computing. I hold a PhD in Cognitive Neuroscience and Artificial Intelligence. My academic journey includes three postdoctoral fellowships with a focus on the cognitive architectures of the brain, neuroimaging methodology and statistical analysis, and computational modelling. Professionally, I have served as the Head of Artificial Intelligence at NEOS Insurance Group, where I led the development of an AI-powered insurance underwriting system. Additionally, I was the Chief Technology Officer at Source Localisation, responsible for designing advanced cloud systems and data pipelines for analysing high-resolution satellite images. Proficient in deep learning, generative AI, natural language processing, advanced statistical techniques, and data analysis, with a proven history of successful projects at the nexus of business, technology, and research.
Interests
AI accelerators
Affective computing
Cognitive systems
Emotion recognition
Bio-inspired computing
Behavioral sciences
Brain
Electroencephalography
Cognitive science
Cognitive informatics
Brain
Publications
Brydges, C.R., Ozolnieks, K.L., and Roberts, G., "Working Memory and Intraindividual Variability in Response Time Mediate Fluid Intelligence Deficits Associated With ADHD Symptomology," Journal of Attention Disorders, vol. 25, no. 1, pp. 63 - 72, 2021.
Jacobson, M.J., Markauskaite, L.Portolese, A.Kapur, M.Lai, P.K., and Roberts, G., "Designs for learning about climate change as a complex system," Learning and Instruction, vol. 52, pp. 1 - 14, 2017.
Brydges, C.R., Ozolnieks, K.L., and Roberts, G., "Working memory ? not processing speed ? mediates fluid intelligence deficits associated with attention deficit/hyperactivity disorder symptoms," Journal of Neuropsychology, vol. 11, no. 3, pp. 362 - 377, 2017.
Albrecht, M.A., Roberts, G.Price, G.Lee, J.Iyyalol, R., and Martin-Iverson, M.T., "The effects of dexamphetamine on the resting-state electroencephalogram and functional connectivity," Human Brain Mapping, vol. 37, no. 2, pp. 570 - 588, 2016.
Almabruk, T., Iyer, K.Tan, T.Roberts, G., and Anderson, M., "An EEG coherence-based analysis approach for investigating response conflict processes in 7 and 9-year old children," Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, vol. 2015-November, pp. 2884 - 2887, 2015.
Education
University of Western Australia
Doctor of Philosophy
Other , 2014