Beginner to Mastery Curriculum

Professional Path from Foundations to Autonomous Quantum Architecture

Milestone: Initial Deployment

Master the request-response cycle. Learn to build lean backends that process data efficiently, reducing initial compute overhead for clients.

NODE.JS | EXPRESS | GIT

Milestone: Environment Parity

Transition to cloud-ready packaging. Value: Drastically reduce software bugs caused by environmental differences across global teams.

DOCKER | AWS ECR | PYTHON

Milestone: Continuous Delivery

Implement production-grade pipelines. Value: Faster release cycles and increased infrastructure reliability through automation.

GITHUB ACTIONS | AWS ECS | TERRAFORM

Milestone: System Resilience

Orchestrate self-healing clusters. Value: Ensure 99.9% uptime by automating recovery when services crash under high load.

KUBERNETES | AWS EKS | TERRAFORM

Milestone: Shift-Left Security

Scale deployments safely via templating and security. Value: Mitigate security risks early in the development lifecycle.

HELM | TRIVY | CHECKOV

Milestone: System Transparency

Gain deep insights into system performance. Value: Proactive outage detection and data-driven reliability management.

PROMETHEUS | GRAFANA | LOG TRACING

Milestone: Autonomous Operations

Implement automated synchronization. Value: Reduce mean time to recovery by 40% using AI to resolve infrastructure alerts automatically.

ARGOCD | AI AGENTS | AUTONOMOUS OPS

Milestone: High Availability

Ensure continuity via multi-cloud strategies. Value: Enterprise-level resilience against major regional or provider outages.

JENKINS | MULTI-REGION | FAILOVER DR

Milestone: Physical Systems DevOps

Apply DevOps to physical hardware. Value: Scalable management of physical hardware fleets and IoT device telemetry.

ROS | EDGE COMPUTING | TELEMETRY

Milestone: Future-Proof Engineering

Automation for the next era of compute. Value: Position as an elite consultant for organizations solving high-complexity optimization problems.

QUANTUM | AWS BRAKET | WORKFLOWS