DevOps / Platform Engineering / Reliability

Ship calmly. Run boldly.

I design delivery systems that make releases boring, infrastructure observable, and teams faster, from commit to production.

01 / SIGNAL
02 / Philosophy

Infrastructure with a pulse.

Built around the DevOps loop: observe → automate → recover → improve. Signals, traces, terminals and heartbeat-like cycles, applied to real delivery problems.

“Reliability is not a feature. It is a habit.”
$ pipeline deploy --environment production
→ running tests........ PASS
→ canary health......... 98.7%
→ error budget.......... HEALTHY
→ rollout............... COMPLETE
watch: latency spike contained by autoscaling
03 / Operating system

The toolkit behind flow.

Role-specific capabilities presented as system modules rather than generic skill bars.

Cloud & IaC

Repeatable environments, versioned infrastructure and safe changes.

AWSTerraformDocker

CI / CD

Fast feedback loops with gated releases and automated rollback paths.

GitLab CIGitHub Actions

Observability

Metrics, logs and traces turned into decisions before users feel pain.

PrometheusGrafanaOpenTelemetry

Containers & Orchestration

Production-ready workloads with resilient deployments, secrets discipline and operational runbooks.

KubernetesHelmArgo CDLinux
99.95 % target availability
18 deployments / week
42 min faster recovery
7 services standardized
04 / Builds

Selected reels.

Representative platform and delivery case studies with measurable outcomes.

BUILD / 001

Zero-Downtime Release Rail

Reworked a multi-service delivery path into progressive delivery with health gates, automated rollback and environment parity.

K8S · ARGO CD · TERRAFORM · PROMETHEUS
BUILD / 002

Telemetry Control Room

Unified service dashboards and alert routing around golden signals, reducing noisy pages and shortening incident triage.

OTEL · GRAFANA · LOKI · ALERTMANAGER
BUILD / 003

Ephemeral Preview Cloud

Created on-demand application environments for pull requests so engineers could validate production-like changes earlier.

AWS · TERRAFORM · CONTAINERS · CI/CD
05 / Experience

Moments that scaled.

A compact timeline focused on operational impact rather than a résumé-style data dump.

Senior DevOps / Platform Engineer · Northstar Systems

Own platform reliability, deployment automation and cloud cost-performance initiatives across product teams.

DevOps Engineer · Orbit Labs

Built CI/CD standards, containerized legacy workloads and introduced service-level observability.

Cloud Operations Engineer · VectorWorks

Automated provisioning and incident workflows while strengthening Linux and cloud operations.

06 / Open channel

Let's make ops flow.

Have a platform problem, migration, delivery bottleneck or reliability goal? Send a note.

✉ ravi@cloudforge.dev
☎ +91 98200 11223
◈ Bengaluru, IN