For Tech Teams · Cloud · AI · DevOps

Infrastructure Built Right.
Automation That Actually Ships.

AWS Cloud Infrastructure, DevOps & AI Workflow Engineering Consultant

I work directly with engineering leads and CTOs who need cloud architecture, AI-powered workflows, and security pipelines built by someone who's done it in production — not someone who learned it from a tutorial.

Proven in Production

Numbers from real systems.

Not tutorial projects. Real infrastructure and AI workflows running in production environments with documented outcomes.

97%
Reduction in Okta query response times via AI-powered natural language Slack interface on AWS ECS Fargate
50%
Faster server provisioning via ServiceNow-triggered Terraform + Ansible pipeline — standardized across the org
5 min
Infrastructure drift detection window vs. hours before — Bedrock-powered EventBridge + Lambda + Config pipeline

How This Works

Fixed-scope. Real deliverables. No black boxes.

If your team is spending engineering cycles on infrastructure problems instead of product work, dealing with deployment processes that still require someone to babysit them, or trying to bolt AI onto workflows without a coherent architecture — I can help.

I don't do staff augmentation. I don't embed as a contractor and disappear into your Jira board. I run structured, fixed-scope engagements that deliver a specific outcome with documented architecture, runbooks, and handoff materials your team can own and build on.


Services

What I build for engineering teams.

Four service tracks. Each scoped to a specific outcome with architecture documentation your team can own.

Service 01

AI & Agentic Workflow Engineering

Build AI workflows your engineering team doesn't have to rebuild in six months.

End-to-end agentic workflows using LLMs, MCP servers, and event-driven architectures. Natural language interfaces over internal systems (Slack bots, Okta query layers, log analysis). Automated triage and classification pipelines using Bedrock. Multi-step agentic workflows triggered by real-world events.

Proven in Production
  • Self-hosted MCP server on AWS ECS Fargate (RDS + ElastiCache) enabling natural language Okta queries via Slack — 97% response time reduction, 80% fewer direct API calls
  • LLM-powered CloudWatch log analysis translating technical events into plain-language summaries, reducing SRE investigation time significantly
  • Centralized MCP platform using AWS Agentcore Gateway and Cognito for multi-team MCP routing and authentication
Deliverables
Architecture Review
Fixed Fee
Review of current or proposed AI workflow architecture. Produces a written assessment with design gaps, scalability concerns, and specific recommendations.
Agentic Workflow POC
Fixed Fee
A fully deployed, working proof-of-concept for one targeted workflow. Includes architecture diagram, deployment code (IaC), and documentation.
Service 02

Cloud Infrastructure & DevOps

If your infrastructure isn't codified and reproducible, it's a liability.

Terraform-coded AWS infrastructure with proper modularization and state management. CI/CD pipeline design (Azure DevOps, GitHub Actions). Serverless and container-based architectures. AWS Control Tower and Landing Zone setup for multi-account orgs. Cloud cost optimization through rightsizing and lifecycle engineering.

Proven in Production
  • Automated AWS account provisioning and Control Tower enrollment via Azure DevOps pipelines — standardized Landing Zone setup across the engineering org
  • ServiceNow-triggered provisioning pipeline (Terraform + Ansible via REST API) cut server deployment time by 50%
  • 36% Oracle Cloud storage cost reduction in 3 months through lifecycle policies and rightsizing
Deliverables
Infrastructure Audit
Fixed Fee
Review of your AWS environment — cost analysis, IAM posture, tagging and state hygiene, pipeline gaps. Written report with prioritized findings and 90-day remediation roadmap.
Ongoing Advisory
Monthly Retainer
Architecture reviews, cost check-ins, and access for escalating hard questions. Structured as a defined monthly hour block.
Service 03

Security & Compliance Automation

Real-time detection. Automated response. No more waiting for the quarterly review.

Event-driven security pipelines using EventBridge, SQS, Lambda, and AWS Bedrock. Drift detection that classifies and remediates unauthorized Terraform-managed infrastructure changes. CloudTrail monitoring workflows that surface anomalous activity across Control Tower accounts with plain-language summaries and remediation recommendations.

Proven in Production
  • Bedrock-powered drift detection pipeline integrating Config, EventBridge, SQS, Lambda, and CodePipeline — reduced detection time from hours to under 5 minutes
  • Serverless CloudTrail monitoring pipeline that analyzes security events across Control Tower accounts and delivers AI-generated summaries with remediation recommendations
Deliverables
Security Posture Review
Fixed Fee
AWS environment audit covering IAM policies, logging coverage, Config rule gaps, and CloudTrail configuration. Written report with risk ratings and prioritized remediation steps.
Service 04

Engineering Process & Toolchain Assessment

If your team is slow, the problem is usually the process — not the people.

A structured assessment of your engineering workflows — provisioning, deployment, incident response, access management — to identify where manual steps, missing tooling, or inconsistent processes are creating friction and risk.

Who This Is For
  • CTOs and engineering leads whose teams are spending too much time on toil
  • Teams with inconsistent tooling or manual processes that should have been automated
  • Orgs preparing for a scale event and needing to understand what breaks first
Deliverable

How I Work

All engagements are structured the same way.

Predictable process. No surprises. Every engagement closes with deliverables your team can own.

Discovery Call

45–60 minutes, technical.

I want to understand your stack, your pain points, your team structure, and your constraints before proposing anything. Come prepared — I'll come with questions.

Proposal & SOW

Written scope with deliverables, milestones, and fixed estimate.

Governed by a signed MSA. Scope changes go through a formal change order — nothing gets added silently.

Engagement

Weekly written status updates at minimum.

Architecture decisions are documented as they're made, not reconstructed at the end. You're never waiting to find out where things stand.

Delivery & Handoff

All code, infrastructure, and documentation handed off clean.

No black boxes. No "only I know how this works." Your team owns everything delivered.

Post-Engagement

Optional retainer for ongoing advisory.

Architecture reviews, escalations, or support on the work delivered. Defined hours, defined scope, clear terms.

E&O Insurance Maintained
All Work Under Formal Contract
Milestone-Based or Net-30 Invoicing
No Black Boxes on Delivery

Ready to Talk?

If you've read this far, you probably already know what you need.

45 minutes. Come with context — I'll come with questions.

Book a Technical Discovery Call

No sales pitch. Direct technical conversation from the first call.