Take AI from prototype to reliable production
Not theory. Not slides. You get working systems, trained teams, and a clear scorecard showing what changed.
40,000+
Students Trained
15+
Years Experience
8
Published Books
100+
Enterprise Projects
Three steps to measurable results
Discovery & Scorecard
We assess your current state across AI, cloud, and automation maturity. You get a clear scorecard with gaps, risks, and quick wins — before any engagement starts.
Build & Implement
Hands-on delivery: architecture design, platform setup, automation pipelines, training workshops. Your team works alongside me — no black-box consulting.
Measure & Handover
We measure results against the scorecard. Your team owns everything: the platform, the runbooks, the knowledge. No vendor lock-in, no dependency.
Services built around outcomes
Each service has clear deliverables. No vague "advisory" — you know exactly what you receive.
GPU Cluster Design Review
Fixed scope · Fixed fee
An independent read of your fabric, management plane and operations design — before the hardware deposit becomes non-refundable.
What you receive:
- ✓Written recommendation — findings and risks ranked by cost of late correction
- ✓Vendor questions — the specific points to resolve before you sign
- ✓Working session — so the document is understood, not filed
- ✓No vendor stake — no hardware resale, no referral fees, no position on what you buy
AI Integration & GPU Platforms
Strategy + Implementation
Deploy AI into production — not just prototypes. GPU cluster design, model serving infrastructure, and cost optimization.
What you receive:
- ✓AI Readiness Scorecard — maturity assessment across data, infra, and team skills
- ✓GPU Cost Calculator — cloud vs on-prem TCO analysis for your workloads
- ✓Production architecture — model serving, observability, and auto-scaling design
- ✓Working deployment — not a slide deck, a running system your team owns
Kubernetes & Platform Engineering
Workshop + Architecture
Build internal developer platforms that teams actually use. From cluster architecture to golden paths and self-service.
What you receive:
- ✓2-day hands-on workshop — your team builds a real cluster, not a toy demo
- ✓Platform maturity scorecard — where you are vs. where you need to be
- ✓Production-grade manifests — GitOps, RBAC, network policies, observability stack
- ✓Golden path templates — CI/CD pipelines your developers deploy with on day one
Automation Strategy & Ansible
Assessment + Implementation
Eliminate manual toil. Build automation frameworks that scale from 10 servers to 10,000 without breaking.
What you receive:
- ✓Automation maturity audit — current state, bottlenecks, and ROI opportunities
- ✓Ansible playbook library — production-tested roles for your infrastructure
- ✓CI/CD pipeline integration — automated testing, linting, and deployment
- ✓Team enablement sessions — your team writes and maintains playbooks independently
Cloud Infrastructure Design
Architecture + Migration
Resilient, cost-effective cloud environments on AWS, Azure, or GCP. Designed for performance and sustainability.
What you receive:
- ✓Cloud cost review — find savings before spending more
- ✓Architecture blueprint — multi-AZ, IaC-first, security-hardened design
- ✓Terraform/Ansible modules — reproducible infrastructure from day one
- ✓Migration runbook — step-by-step plan with rollback procedures
Ansible & Python Training
Hands-On Workshop
Real-world training that sticks. Your team practices on production-like scenarios, not toy examples.
What you receive:
- ✓Custom workshop — tailored to your tech stack and real infrastructure
- ✓Lab environment — hands-on exercises every participant completes
- ✓Reference code repository — production patterns your team keeps forever
- ✓Skills assessment — before/after measurement of team capability
Performance Optimization
Audit + Quick Wins
Find the bottlenecks, fix the quick wins, build a roadmap for the rest. Measurable improvement in weeks, not quarters.
What you receive:
- ✓Performance audit report — bottlenecks ranked by impact and effort
- ✓Quick-win implementations — immediate fixes deployed in the first week
- ✓Optimization roadmap — prioritized plan for the next 90 days
- ✓Before/after benchmarks — measurable proof of improvement
Built for engineering leaders
CTOs & VPs of Engineering
Need a clear AI and cloud strategy with measurable ROI. Want to move fast without building the wrong thing.
Platform & DevOps Teams
Scaling infrastructure, adopting Kubernetes, or building internal platforms. Need expert guidance to avoid costly mistakes.
Scale-ups & Enterprises
Outgrowing current infrastructure. Need to level up automation, security, and AI capabilities without slowing down delivery.
Individual engineer rather than a hiring manager? TheAI Platform Engineer Bootcampis built for you.
Start with a free discovery call
30 minutes. No pitch. We look at your current setup, identify the highest-impact opportunity, and you decide if it makes sense to work together.