Daniel Kelly
Senior DevOps, SRE & Platform Engineer
I build the infrastructure and platform systems that let engineering teams ship software with confidence — from cloud architecture and CI/CD to edge devices in the field. Currently at Sunrise Robotics.
What I Do
My work spans the full breadth of infrastructure and platform engineering. Day-to-day I move across DevOps, SRE, cloud architecture, and software engineering — whatever it takes to keep systems reliable and teams moving efficiently.
At Sunrise Robotics I work with AI workloads running on ClearML, self-hosted CI pipelines on AWS, and a fleet of robotics edge devices — both x86 systems and NVIDIA Jetson platforms. Infrastructure as code through Terraform, everything version-controlled, nothing left to chance.
DevOps & CI/CD
GitHub Actions, self-hosted runners, deployment automation, GitOps workflows, pipeline optimisation
Cloud & Infrastructure
AWS architecture, Terraform, infrastructure as code, networking, cost optimisation
SRE & Platform
Reliability engineering, monitoring, incident response, platform tooling, developer experience
Edge & Robotics
NVIDIA Jetson, x86 edge devices, containerised workloads at the edge, ClearML AI pipelines, embedded systems integration
About This Blog
Edition-X is where I write about engineering problems I find genuinely interesting — the ones that come up in real work, not textbook scenarios. Self-hosted CI pipelines, cloud cost optimisation, edge device management, automation at scale. If I've spent real time figuring something out, there's a good chance it'll end up here.
Posts tend to be practical and detail-oriented. I'd rather show you seven months of iteration on a real system than a weekend tutorial that skips the hard parts.
Get in Touch
Find me on GitHub or X — always happy to talk infrastructure, DevOps, or anything that overlaps.