Francis Umeh
@francisumeh
DevOps & MLOps engineer driving cloud-native automation, security, and scalable ML workflows.
What I'm looking for
Hi, Iām Francis Umeh ā a results-driven DevOps & MLOps Engineer with over 5 years of experience architecting, automating, and scaling cloud-native infrastructure and machine learning workflows across AWS and Microsoft Azure.
I have engineered multi-cloud architectures and CI/CD ecosystems, increasing release velocity and reducing deployment failures through automation, GitOps practices, and robust quality gates.
I design secure, observable platforms using Kubernetes (EKS/AKS/OpenShift), Istio service mesh with mTLS, Prometheus, Grafana, ELK, and unified observability pipelines to maintain high uptime and reduce latency.
I accelerate provisioning with IaC (Terraform, CloudFormation, Bicep), automate ML model deployment with Kubeflow/MLflow/Azure ML, and embed DevSecOps and cost governance to deliver resilient, compliant production systems.
Experience
Work history, roles, and key accomplishments
MLOps Engineer
Vechain
Apr 2025 - Present (8 months)
Implemented Istio service mesh with mTLS and Azure Policy to harden AKS clusters and built unified observability pipelines, reducing latency 5% and maintaining 99.9% uptime while increasing release velocity by 30%.
DevOps Engineer
Orians And Company
Apr 2022 - Feb 2025 (2 years 10 months)
Engineered multi-cloud AWS/Azure architectures and automated provisioning with Terraform/Ansible, reducing deployment overhead 40% and maintaining 99% deployment success rates via GitOps CI/CD pipelines.
Junior Network Engineer
Enjin
Mar 2022 - Jun 2022 (3 months)
Built zero-downtime CI/CD pipelines and deployed enterprise EKS/AKS clusters with Istio and integrated observability, achieving 99.99% uptime and increasing delivery velocity 40%.
Junior Network Engineer
Micheal Okpara ICT (MOUAU)
Jan 2019 - Nov 2021 (2 years 10 months)
Configured and maintained LAN/WAN and cloud-connected networks, implemented network automation with Ansible/Terraform, and improved incident response time by 25% via integrated monitoring.
Education
Degrees, certifications, and relevant coursework
Michael Okpara University of Agriculture, Umudike
Bachelor of Science, Agricultural Economics
2014 - 2019
Activities and societies: Involved in ICT/networking projects and support work referenced in professional experience.
Completed a degree in Agricultural Economics with coursework and activities related to networking and ICT during 2014ā2019.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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