OCI
architecture
Identity, networking, compute, storage, Autonomous Database, and service boundaries.
01/06·Intro
DevOps Engineer / Platform Engineer

I help teams move cloud changes safely from architecture to release with guardrails, automation, and operational visibility.
OCI
architecture
Identity, networking, compute, storage, Autonomous Database, and service boundaries.
IaC
Terraform
State-aware modules, reviewable plans, environment gates, and controlled infrastructure change.
Runtime
OKE / K8s
OKE workload paths, private services, release validation, rollback readiness, and health signals.
capabilities
500+
per-environment resource safeguards
Dev→Prod
release guardrails
AI-ready
traceable data/ML paths
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
PaaS + containers
Start PaaS work from scratch and package Kubernetes platform components with Helm.
Started a Platform-as-a-Service project from scratch while building runtime paths for Kubernetes platform packaging with Helm, 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
Problem, action, result, and evidence from cloud architecture, release safety, private networking, and data/ML work.
Platform architecture
Turned OCI environment changes into a reviewed Terraform path with state checks, IAM guardrails, and release gates.
Role
Architecture + delivery
Stack
OCI / Terraform
Outcome
500+ resources protected
Cloud security
Mapped private access paths across OCI networking, IAM, API Gateway, load balancers, Traefik, and authN/authZ.
Role
Network + identity
Stack
Gateway / Traefik
Outcome
Private edge
Data and AI platform
Connected MLflow, Object Storage, Data Flow/Spark, run metadata, and artifacts into a reproducible data/ML path on OCI.
Role
Platform builder
Stack
MLflow / Data Flow
Outcome
AI-ready base
experience
Roles, operating model, and examples from architecture through production.
career timeline
2023 - Present
Started a PaaS project from scratch alongside OCI guardrails, Terraform migrations, OKE releases, and observability.
Build and operate OCI-native capabilities across PaaS foundations, IaC, secure networking, CI/CD, data services, observability, release execution, and reproducible ML workflows.
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.
0 to 1 platform service -> architecture, Kubernetes packaging, delivery path, guardrails.
0 to 1 platform service -> architecture, Kubernetes packaging, delivery path, guardrails.
OCI shape -> IAM, VCN, compute, storage, Autonomous Database -> repeatable controls.
OCI shape -> IAM, VCN, compute, storage, Autonomous Database -> repeatable controls.
Tenancy and data migration -> Terraform state, access, networking, data movement -> lower risk.
Tenancy and data migration -> Terraform state, access, networking, data movement -> lower risk.
Private paths -> LB, API Gateway, Traefik, TLS, authZ -> safer ingress.
Private paths -> LB, API Gateway, Traefik, TLS, authZ -> safer ingress.
certifications
Focused credentials that support OCI architecture, secure cloud work, and scalable backend services.
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.