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I am a Data Science researcher at the University of Salford, UK and a DevOps engineer specialising in cloud-native infrastructure and security. My work sits at the intersection of research and engineering — applying machine learning to solve real-world problems in healthcare, education, and cybersecurity, while building the production-grade infrastructure to deploy and operate those systems reliably.
On the engineering side, I designed and built a fully automated DevSecOps pipeline on AWS: 6 EKS clusters across 3 environments and 2 regions, managed entirely through GitOps with ArgoCD, secured with Kyverno admission policies, Falco runtime detection, and cryptographic image signing via Cosign. The system is live at matthewoladipupo.dev.
On the research side, I have published 16 works spanning medical AI (Alzheimer's classification, COVID-19 diagnosis), computer vision, network security (DDoS detection), and emerging applications of AI in education and healthcare. I review for Elsevier, Springer Nature, and IGI Global.
I hold a Salford International Excellence Award scholarship and am a member of IEEE, ACM, and four other professional engineering bodies.
Tools I work with daily in production environments
Selected work — view all on GitHub →
6 EKS clusters across 3 environments and 2 AWS regions. ArgoCD hub-spoke GitOps. GitHub Actions CI with OIDC. Cosign image signing, Kyverno admission policies, Falco runtime security, Prometheus + Grafana observability, Karpenter autoscaling, Velero DR. Documented in a 10-part series.
Automated provisioning of a full 3-environment AWS setup (Dev, Staging, Production) using Terraform — networking, compute, and database resources, fully codified.
Scalable, highly available web server infrastructure on AWS provisioned with Terraform — VPCs, EC2 Auto Scaling, and a Classic Load Balancer.
CNN-based classifier using infrared facial images from the SOBER DRUNK DATABASE (University of Patras) to detect intoxication — a computer vision application to road safety.
16 works · Google Scholar · ORCID · ResearchGate
IGI Global · DOI: 10.4018/979-8-3373-7057-6.ch005
IGI Global · DOI: 10.4018/979-8-3693-5623-4.ch008
IGI Global · DOI: 10.4018/979-8-3693-6765-0.ch002
IGI Global · DOI: 10.4018/979-8-3693-4422-4.ch013
IGI Global · DOI: 10.4018/979-8-3693-6407-9.ch010
IGI Global · DOI: 10.4018/979-8-3693-2418-9.ch010
IGI Global · DOI: 10.4018/979-8-3693-3559-8.ch010
IGI Global · DOI: 10.4018/979-8-3693-4439-2.ch013
Computer Science and Information Technologies · DOI: 10.11591/csit.v5i1.p49-56
Informatica: An International Journal of Computing and Informatics, Vol. 47(6) · DOI: 10.31449/inf.v47i6.4474
Pervasive Computing and Social Networking, Springer · DOI: 10.1007/978-981-19-2840-6_25
ICECET 2022 · DOI: 10.1109/icecet55527.2022.9872568
Springer · DOI: 10.1007/978-981-16-8150-9_2
Springer · DOI: 10.1007/978-3-030-80928-7_2
International Journal of Advanced Computer Research · DOI: 10.19101/ijacr.2021.1152001
Springer · DOI: 10.1007/978-3-030-89654-6_23
International Scholarships Committee · University of Salford, UK
Feb 2021 – Jun 2022
Competitive international scholarship awarded for academic excellence — supported MSc-level Data Science studies at the University of Salford.
16 industry-recognised credentials · View all on Credly →
Awarded to engineers who complete all five Linux Foundation Kubernetes certifications: CKA, CKAD, CKS, KCNA, and KCSA. Fewer than 1,000 engineers worldwide hold this designation.
Featured in national newspapers as an AI and healthcare technology expert
Featured as an expert discussing how artificial intelligence and machine learning are transforming medical diagnosis, treatment planning, and healthcare delivery.
Read article →Examines AI's projected global impact on healthcare, covering how the technology is positioned to fundamentally transform medical practice worldwide.
Read article →Explores how AI and ML are transforming clinical medicine through improved diagnostics, personalised treatment, and predictive analytics — alongside the ethical challenges ahead.
Read article →An early expert analysis of AI's transformative potential in modern medicine — from diagnostics to drug discovery — and what it means for healthcare systems globally.
Read article →Writing on DevOps, Cloud, and Engineering · Follow on dev.to →
Open to collaborations, research partnerships, speaking opportunities, and consulting engagements.