OCI
architecture
IAM, networking, compute, storage, Autonomous Database, observability, and MLOps-ready foundations.
05/06Β·Certificates
DevOps Engineer / Platform Engineer

Secure, observable production platforms with Terraform, OKE/Kubernetes, CI/CD, and MLOps foundations.
OCI
architecture
IAM, networking, compute, storage, Autonomous Database, observability, and MLOps-ready foundations.
IaC
Terraform
State-aware modules, reviewable release paths, environment promotion, and safer infrastructure change.
Runtime
OKE / K8s
Container runtime design, private service paths, release validation, rollback readiness, and production operations.
capabilities
500+
per-environment resource safeguards
DevβProd
release ownership
AI-ready
MLOps platform foundations
Cloud standards, not cloud lock-in
OCI is my deepest production environment. The standards are portable: Terraform, Kubernetes, secure networking, IAM, CI/CD, observability, cost awareness, and MLOps foundations can be adapted across AWS, GCP, Azure, and other clouds.
Cloud architecture
OCI foundations
Design the base cloud shape: identity, network, compute, storage, and database.
Design OCI foundations across IAM, compartments, VCN, compute, storage, Autonomous Database, and trusted service paths.
Runtime platforms
Containers + compute
Run platform workloads across Kubernetes, compute, containers, and private services.
Build runtime paths for Kubernetes, compute, container images, private services, scaling, validation, and high availability.
Secure networking
Auth to app flow
Connect users, gateways, Traefik, functions, services, and databases through controlled paths.
Shape authenticated traffic paths across load balancing, API gateways, Traefik, OCI Functions, Okta, and database services.
Terraform / IaC
Stateful control
Turn infrastructure changes into reviewed, repeatable, state-aware delivery.
Design module boundaries, preserve state, audit shared changes, and make OCI delivery repeatable.
CI/CD + release
Dev to prod runway
Move change across environments with validation, rollback, and release checks.
Promote change through dev, test, stage, and prod with validation, rollback planning, post-release checks, and automation.
Observability
Signals + alarms
Make production behavior visible through logs, metrics, alarms, and dashboards.
Improve detection and troubleshooting with OCI Logging, OCI Monitoring, Grafana, alarms, data freshness, and capacity signals.
Data platforms
ADB + pipelines
Support database, object storage, Spark, and private data movement workflows.
Support Autonomous Database, Object Storage, OCI Data Flow, Spark/PySpark, streams, and data movement workflows.
MLOps foundations
MLflow + pipelines
Prepare private model training, tracking, artifact flow, and GPU-ready platform paths.
Enable MLflow, OCI Data Science jobs and pipelines, OCIR images, dataset buckets, model artifacts, and GPU readiness.
case studies
How I turn cloud architecture, release safety, secure networking, and MLOps foundations into production-ready delivery.
Platform architecture
Designed a safer delivery runway for OCI environments using Terraform boundaries, IAM guardrails, promotion gates, and reviewable release paths.
Role
Architecture + delivery
Stack
OCI / Terraform
Outcome
500+ resources protected
Cloud security
Built secure access patterns across OCI networking, IAM, ingress, and environment boundaries to support production workloads.
Role
Network + identity
Stack
Gateway / Traefik
Outcome
Private edge
Data and AI platform
Created foundations for MLflow, OCI Object Storage, Data Flow/Spark, artifact tracking, and reproducible data/ML workflows.
Role
Platform builder
Stack
MLflow / Data Flow
Outcome
AI-ready base
experience
Roles, operating model, and platform work owned from architecture through production.
career timeline
2023 - Present
Owned OCI architecture, Terraform migration, OKE, releases, observability, and MLOps-ready foundations.
Build and operate OCI-native platform capabilities across IaC, secure networking, CI/CD, data platforms, observability, release execution, and MLOps foundations.
2023
Delivered backend and CI/CD workflows across Java, Groovy, Gradle, Jenkins, and GitLab.
Worked on backend services and CI/CD workflows using Java, Groovy, Gradle, Jenkins, GitLab, JUnit, and Mockito.
2022
Built product workflows and third-party integrations across backend, database, and React frontend.
Built fitness platform workflows with NestJS, MongoDB, React, and integrations with Strava and Garmin.
2021
Delivered marketplace-style web functionality across React, GraphQL, PHP, and WooCommerce.
Delivered a fine art auction web application using React, GraphQL, PHP, and WooCommerce.
proof of work
Architecture, automation, runtime, and reliability patterns shaped by production work.
Owned OCI platform foundations -> IAM, VCN, compute, storage, Autonomous Database -> repeatable guardrails.
Owned OCI platform foundations -> IAM, VCN, compute, storage, Autonomous Database -> repeatable guardrails.
Owned tenancy and data migration -> Terraform state, access, networking, data movement -> lower risk.
Owned tenancy and data migration -> Terraform state, access, networking, data movement -> lower risk.
Owned private paths -> LB, API Gateway, Traefik, TLS, authZ -> safer ingress.
Owned private paths -> LB, API Gateway, Traefik, TLS, authZ -> safer ingress.
Owned Kubernetes delivery -> OKE, images, gates, rollback -> validated releases.
Owned Kubernetes delivery -> OKE, images, gates, rollback -> validated releases.
certifications
Focused credentials that support OCI architecture, platform foundations, and scalable backend delivery.
Oracle
Architecture-level OCI validation across identity, networking, compute, storage, database, and resilient platform design.
Opens the public verification record from Oracle.
Oracle
Core OCI service fundamentals covering cloud concepts, security basics, platform services, and operational vocabulary.
Opens the public verification record from Oracle.
Google / Coursera
Backend engineering signal for service design, Java microservices, scalability patterns, and delivery-ready application foundations.
Opens the public verification record from Google / Coursera.
contact
Hiring for OCI, DevOps, Platform Engineering, Kubernetes, Terraform, or MLOps work? My deepest production experience is on OCI, and I can apply the same secure, observable, automation-first standards across AWS, GCP, Azure, or other cloud environments.