Ross Brigoli, technology leader, Kubernetes and OpenShift architect, DIY homelab and 3D printing maker

Ross Brigoli

Technology leader, hands-on architect, AI engineering practitioner, and co-author of machine learning books β€” focused on enterprise platforms, software delivery, MLOps, and pragmatic digital transformation.

Professional summary

I am Ross Brigoli (rossbrigoli), a technology leader with 20+ years of professional experience across software engineering and architecture.

My work sits at the intersection of architecture, engineering execution, and technology leadership: shaping pragmatic technical direction, helping teams deliver, and turning complex systems into platforms that are understandable, operable, secure, and useful.

Technology Leadership Software Engineering Solution Architecture AI & Machine Learning Platform Engineering Kubernetes OpenShift MLOps DevOps DevSecOps DIY Homelab DIY 3D Printing

Experience

RAA β€” Technology Leadership, Head of Engineering and Architecture

Adelaide, South Australia

I work across architecture and engineering practice, helping shape technology outcomes for enterprise systems and digital platforms.

  • Lead and shape technology outcomes across architecture and engineering practice.
  • Translate complex business and technical problems into practical, operable systems.
  • Work across enterprise technology strategy, software delivery, and platform modernisation.

Red Hat β€” Associate Principal Architect, Open Innovation Labs

Singapore / Australia / Asia-Pacific Region

At Red Hat, I worked with enterprise teams on cloud-native delivery, platform adoption, DevOps, MLOps, and Red Hat OpenShift. My public Red Hat author profile is available here.

  • Designed and delivered solutions across microservices architecture, DevOps, MLOps, and OpenShift.
  • Worked with enterprise teams across industries on cloud-native delivery and platform adoption.
  • Contributed writing and thought leadership on AI/ML adoption, data excellence, collaboration, and delivery practices.

CrΓ©dit Agricole CIB β€” Associate Director, Technical Architecture

Singapore / France

At CrΓ©dit Agricole, I worked in financial services technology as a software engineer and technical architect, building depth in enterprise systems, integration, delivery discipline, and architecture in a highly regulated environment.

  • Designed and contributed to software systems where reliability, maintainability, and operational discipline mattered.
  • Worked across engineering and architecture concerns: application design, integration, delivery practices, and technical problem solving.
  • Built practical experience with the constraints common to banking and financial services platforms: governance, security, change control, stakeholder alignment, and long-lived systems.
  • Strengthened the engineering foundations that still shape how I approach architecture today: simplify where possible, make trade-offs explicit, and design systems teams can operate.

Earlier career β€” Software Engineering and Consulting

Philippines / UK / Australia

Before moving deeper into architecture and platform leadership, I built broad delivery experience across software engineering and consulting environments, including work with organisations such as Accenture, Optimum Solutions, Avanade working for clients like Barclays and Vicroads.

  • Built depth across software engineering, technical architecture, agile delivery, and enterprise systems.
  • Led and contributed to architecture and engineering initiatives in large, delivery-focused organisations.
  • Developed a practical engineering bias: understand the problem, simplify the design, make it operable, and keep teams moving.

Core capabilities

  • Architecture: enterprise architecture, solution architecture, engineering, microservices, integration, platform strategy.
  • Platforms: Kubernetes, Red Hat OpenShift, cloud-native engineering, developer platforms.
  • Delivery: DevOps, DevSecOps, CI/CD, Agile practice, engineering operating models.
  • Data & AI: MLOps, data platforms, ML workflow automation, OpenShift AI / data science platforms, Agentic AI.
  • Leadership: team leadership, stakeholder alignment, pragmatic transformation.

Publications

MLOps with Red Hat OpenShift

Co-author β€” Packt Publishing, 2024
A cloud-native approach to machine learning operations on Red Hat OpenShift, covering data preparation, model training, pipelines, deployment, and monitoring.

Machine Learning on Kubernetes

Co-author β€” Packt Publishing, 2022
A practical guide to building and using an open source machine learning platform on Kubernetes with tools such as JupyterHub, MLflow, and Airflow.

Selected writing and thought leadership

I write about architecture, delivery, AI/ML platforms, and the gap between technology ideas and practical execution. On this blog I also document practical maker projects, including DIY homelab builds, Kubernetes and OpenShift experiments at home, and DIY 3D printing projects.

  • Embracing Agile and Microservices for Effective Digital Transformation: A Top-down Approach β€” LinkedIn article, 2023.
  • Most Machine Learning projects fail. What can you do? β€” LinkedIn article, 2022.
  • TDD is not a Testing Approach β€” LinkedIn article, 2022.
  • DevSecOps. What's in it for executives? β€” LinkedIn article, 2022.
  • Agile is Not a Methodology β€” LinkedIn article, 2016.

More writing and professional updates are available on LinkedIn and my Red Hat author profile.

Maker projects and technical blogging

Beyond professional architecture and engineering work, I use this site to publish practical write-ups from my own builds and experiments:

  • DIY homelab and OpenShift at home: building homelab hardware, a DIY silent server cabinet, Proxmox VE clusters, and OpenShift 4 deployments on home infrastructure.
  • Kubernetes and OpenShift: posts on OpenShift installation, GitLab CI jobs on OpenShift, Nexus Docker Registry on OpenShift, and Kubernetes-based machine learning platforms.
  • DIY 3D printing: 3D printer builds and rebuilds, 3D printed electronic drum kits, custom guitar pedalboards, and other printed maker projects.

Education

Mindanao State University – Iligan Institute of Technology

M.S. in Computer Applications, 2007

University of Science and Technology of Southern Philippines

B. in Technician Teacher Education, Industrial Automation, 2005

Mindanao State University – Iligan Institute of Technology

Diploma in Industrial Automation and Control Engineering Technology, 2003

Links