AWS & cloud infrastructure
Account structure, IAM, ECS/EKS patterns, scalable networking, resilient deployments, and cost-aware architecture.
Prateek Jain
Cloud security, DevOps, and AI workflows
Building secure cloud infrastructure, AWS and Kubernetes platforms, automated CI/CD guardrails, and practical engineering workflows for teams shipping at scale.
Status
Open to collaborations
Based in
India / remote
Focus
Secure cloud delivery
About
I work at Tech Alchemy and spend most of my time around DevOps, cloud engineering, application security, and AI-assisted engineering workflows.
I focus on building scalable cloud platforms, Kubernetes and container workflows, infrastructure automation, observability, and security practices that fit into everyday engineering instead of slowing it down. The goal is simple: make systems easier to ship, safer to operate, and clearer to improve.
Alongside client and platform work, I publish technical writing on DevOps, cloud security, scalable infrastructure, and the new AI-shaped edge of engineering workflows.
01
Designs secure cloud foundations for modern applications across AWS, GCP, containers, and Kubernetes.
02
Builds CI/CD systems with security checks, vulnerability feedback, and release controls embedded into the workflow.
03
Writes and teaches from the field, turning messy infrastructure lessons into practical guidance for engineering teams.
Expertise
Cloud, delivery, security, and the glue between them.
The work spans architecture and execution: infrastructure that can scale, pipelines that can be trusted, and operations that make real incidents less surprising.
DevSecOps & security automation
Secrets scanning, SAST, policy checks, WAFs, secure access, and vulnerability feedback built into delivery.
CI/CD pipelines
GitHub Actions, GitLab CI, Jenkins, release gates, deployment controls, and developer-friendly automation.
Kubernetes & containers
Cluster operations, Docker, ECS, workload security, production readiness, and cloud-native runbooks.
Observability & monitoring
Prometheus, Grafana, ELK, Datadog, Loki, alert design, service health, and incident context.
Terraform / Infrastructure as Code
Reusable modules, drift awareness, secure defaults, environment promotion, and reviewable infrastructure changes.
Developer workflows
Practical systems that reduce toil, improve feedback loops, and help engineers ship without losing control.
AI for DevOps / AIOps / MLOps
Exploring agentic operations, AI-assisted reviews, platform guardrails, and reliable model delivery practices.
Certifications
Current signals, kept intentionally focused.
A concise view of credentials aligned with cloud-native infrastructure and secure delivery.
KCNA
KCNA
Cloud Native Computing Foundation
Kubernetes and cloud native foundations for operating modern platforms.
AWS Certified Developer - Associate
AWS Certified Developer - Associate
Amazon Web Services
AWS application delivery, cloud services, and developer workflows.
Writing
Field notes on DevOps, cloud security, and modern engineering.
Practical essays on infrastructure, secure delivery, observability, developer workflows, and the AI-shaped edge of operations.
Article
Loop Engineering: Real AI Coding Skill or Just Another Buzzword?
Why AI coding is moving from better prompts to better feedback loops Continue reading on Medium »
blog.prateekjain.devOpen original
Article
Harness Engineering: The New DevOps Layer for AI Agents
How DevOps, platform engineering, and operational guardrails are becoming the foundation for reliable AI agents. Continue reading on Medium »
blog.prateekjain.devOpen original
Article
Beyond Containers: Docker’s Evolution into an AI Development Platform
Gordon, Model Runner, Bake GA, MCP Toolkit, Docker Sandboxes, Hardened Images — a precise, fact-checked guide to every major Docker… Contin...
blog.prateekjain.devOpen original
Article
You Should Move to pnpm from npm Now
Upgrade your package manager before a supply chain attack makes that decision for you. Continue reading on Medium »
blog.prateekjain.devOpen original
Article
Claude Platform on AWS: The Integration That Changes Everything
A deep dive into how Claude Platform on AWS changes authentication, governance, compliance, and developer workflows. Continue reading on Medium »
blog.prateekjain.devOpen original
Article
The Terraform CLAUDE.md That Catches Security Issues Before Your CI Does
A Terraform engineer’s guide to using CLAUDE.md as a security, cost, and misconfig guardrail, not just project context Continue reading on Medium »
blog.prateekjain.devOpen original
Connect
Need secure cloud infrastructure, sharper delivery pipelines, or a practical DevSecOps conversation?
Reach out for collaboration, consulting, writing, workshops, or a focused architecture discussion.