Experience
Experience & capabilities
Years honing the tooling, automation, and operational practices that keep machine learning and data platforms production-ready.
MLOps & AI Infrastructure
- Architected GPU-enabled MLOps infrastructure on AKS using Ollama, Kubeflow, and MLflow for enterprise-grade LLM inference.
- Designed and ran ML platforms with MLflow registries, enabling engineers to deploy and serve HuggingFace and TensorFlow models via containerized workloads.
- Configured Kafka-based data pipelines supporting AI/ML workloads with drift-aware monitoring via SigNoz and OpenTelemetry.
DevSecOps Delivery at Scale
- Architected and owned 150+ CI/CD pipelines securing 30+ MTN Ghana applications serving millions of users, integrating Trivy, SonarQube, and Azure Key Vault.
- Managed 10 Kubernetes clusters across 5 environments (MTN Dev/UAT/Prod) enforcing strict RBAC, namespace isolation, and zero-trust network policies.
- Codified infrastructure using Terraform and Helm, significantly reducing environment provisioning time and ensuring 100% reproducibility.
Oracle DBA expertise
- Handled lifecycle management: installs, upgrades, patching, cloning, and cross-version migrations.
- Implemented RMAN backup strategies, Data Guard, and performance tuning across OLTP and warehouse workloads.
- Introduced security baselines and auditing to meet compliance and uptime targets.
Linux systems operations
- Engineered hardened baselines, configuration management, and golden images for fleet consistency.
- Delivered automation in Bash and Python for provisioning, patching, and fleet drift detection.
- Optimised networking, storage and virtualisation stacks to keep latency and throughput predictable.
DevSecOps & MLOps Engineer — Adaptive Computer Solutions
Jan 2025 – Present • Accra, Ghana
Application Support Engineer — Nalo Solutions Limited
Oct 2021 – May 2022 • Accra, Ghana
Maintenance Engineer — Huawei Technologies (GH) S.A Ltd
Sep 2020 – Aug 2021 • Accra, Ghana