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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.
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.
Writing on DevOps, Cloud, and Engineering · Follow on dev.to →
Open to collaborations, research partnerships, speaking opportunities, and consulting engagements.