Chief Technology Officer · Distinguished Engineer · AI Architect
Matthew Venne
Building production AI systems and governing enterprise architecture
at the intersection of regulated cloud and executive strategy.
Tysons, VA — Remote / Hybrid
Matthew Venne — Tysons, VA
Profile
A Career Built
From First Principles
In 2013, Matthew Venne couldn't spell SSH. His degrees — B.S. Physics and B.A. French from James Madison University — had nothing to do with computers. His first real job was receptionist. When the CEO offered him a SharePoint help desk role, he had no idea what it entailed. He said yes anyway. His principle: don't deny yourself an opportunity just because you feel unprepared — you always underestimate yourself and overestimate the competition.
What followed was a decade of relentless, deliberate upskilling. Certifications came one by one — earning every active AWS certification to become an AWS Gold Jacket Recipient, then GCP Professional Cloud Architect, then all three Kubernetes certifications: CKA, CKAD, and CKS. Between jobs, he opened his own cloud accounts and built things purely to understand how they worked. His philosophy: invest in yourself the way you invest in entertainment — people will pay $200/month for streaming but balk at $20 on a cloud lab that advances their own career.
The arc accelerated. Help desk → SharePoint administrator → cloud engineer → Senior Architect → Chief Technology Officer and Distinguished Engineer at StackArmor. Today he leads 40+ engineers across GCP, AWS, and AI innovation, governing FedRAMP-authorized platforms that serve government agencies at 99.99% uptime — and building what may be the most capable autonomous AI system operating in a regulated production environment.
The governing principle hasn't changed since day one: "It's not the amount of years in your experience — it's the amount of experience in your years."
Cloud Security Engineering
Guardrails, Identity &
Least Privilege at Org Scale
The through-line of Matthew's engineering practice is cloud security at organization scale — the guardrails, identity boundaries, and paved paths every workload inherits before an application team ever touches the platform. As chief architect of the ARMORY platform he owns the GCP security foundation end to end: fully automated project lifecycle management on a Cloud Foundation Fabric-adopted framework, native zero standing privilege through GCP Privileged Access Manager, strict service account and impersonation governance, custom organization constraints for the guardrails no predefined policy covers, and Assured Workloads enforcing compliance boundaries as technical control rather than written assertion.
The AWS practice applies the same principle to a different control plane — multi-account Organizations and SCP design, landing zones, permission boundaries, and least-privilege IAM, hardened across FedRAMP High and IRS 1075 environments in GovCloud. Every active AWS certification earned (AWS Gold Jacket) and GCP Professional Cloud Architect sit behind the work, but the proof is the production estate: 20+ FedRAMP systems governed, 17 SaaS tenants at 99.99% uptime, and 40+ engineers led across the GCP practice, AWS practice, and AI innovation.
Architected and implemented the organization-wide GCP security foundation — resource hierarchy, folder-level guardrails, and the identity model every project inherits.
- Automated project lifecycle management — request through vend, baseline, and decommission — on a Cloud Foundation Fabric-adopted framework, so every project lands with secure-by-default networking, logging, IAM, and encryption baselines instead of hand-built configuration drift.
- Native zero standing privilege via GCP Privileged Access Manager: time-bound, approval-gated, justification-backed entitlements replacing persistent human role bindings, with a complete audit record of every privileged grant.
- Service account and impersonation governance — keyless by default, Workload Identity Federation for CI/CD and external workloads, and strict impersonation rules constraining who may mint tokens for which identities.
- Custom organization constraints codifying internal security requirements as deny-by-default rules evaluated at resource creation, paired with pre-merge policy-as-code checks so violations fail in review rather than in production.
- Assured Workloads enforcing data residency, personnel access, and service-availability boundaries technically — collapsing manual evidence collection into machine-verifiable state.
Lead AWS security architecture and account management across federal and commercial multi-account estates, from landing-zone design through fleet-wide control automation.
- Multi-account security architecture — Organizations and OU design, service control policies, landing-zone baselines, permission boundaries, and least-privilege IAM for workload and CI/CD roles.
- FedRAMP High and IRS 1075 landing zone in AWS GovCloud: 20+ accounts and 20+ VPCs interconnected via Transit Gateway for full-mesh on-premises connectivity — delivered before Control Tower and CDK were available.
- Fleet-wide preventive and detective controls automated across accounts: GuardDuty, CloudTrail, and security-agent installation driven through Systems Manager.
- Inspection and egress boundary design — Palo Alto NGFWs integrated with Gateway Load Balancer for scalable east-west and north-south inspection, plus Step Functions automation constraining outbound access as upstream IPs change.
- Cross-cloud and third-party access patterns — federated, keyless, narrowly scoped trust for vendor integrations and AWS ↔ GCP workloads in place of shared static credentials.
Selected Work
Production Systems
Architected and built from the ground up — a hardened, FIPS-compliant, near-zero-vulnerability Rust-based agentic platform (variant of the OpenClaw framework) running on Google Cloud Run in a FedRAMP production SaaS environment. Leverages Vertex AI Gemini to autonomously execute SRE and compliance workflows without human intervention: incident response, tenant provisioning, Ansible playbook generation, FedRAMP 20x vulnerability analysis, and Significant Change Notification drafting.
A purpose-built Go CLI serving as the secure, zero-trust interface between Peregrine and the enterprise security stack — VCS, Change Management, EDR, Vulnerability Management, and CSPM. Designed as an MCP-callable tool and Claude Code subprocess, enabling "LLM proposes, CLI executes, log proves" compliance automation patterns. Uses GCP Service Account Impersonation and Identity-Aware Proxy for auditable, credential-less automation. Reduced agent token usage by 25% and response time by 40%.
Architected a multi-tenant GCP PaaS providing centralized security operations and continuous monitoring to accelerate FedRAMP authorization for hosted ISVs. Led the architecture and modernization of two major tenant platforms (Clarity and Rally) under a single contract, driving a combined 70% reduction in operational costs ($1M annual savings) while sustaining 99.99% uptime.
- Clarity (SaaS Platform): Scaled the largest tenant to support 6 government agencies and 17 SaaS cells, managing 100+ VMs/Databases and 20+ TB of data.
- Rally (GKE Platform): Architected a FedRAMP-authorized Kubernetes application, authoring SRE/ConMon playbooks and executing a complex migration from NGINX Ingress to Kubernetes Gateway API for GCP-native load balancing.
Established enterprise AI governance framework: usage policies, risk guardrails, model access controls, audit logging, and boundary-aware orchestration — enabling organization-wide AI adoption within FedRAMP authorization boundaries. Led AI enablement across 40+ engineers: prompting standards, review workflows, approved model and tool combinations, IP protection policies, and data handling guardrails. Certified IEEE CertifAIEd Assessor for Responsible AI.
Consulting & Delivery
Forward Deployed Engagements
Led deployment of TCloud — a FedRAMP High Landing Zone in GCP that achieved authorization in 10 weeks start-to-finish with a prime contractor engineering team. Designed a multi-cloud hub-and-spoke VPC architecture with AWS, Azure, OCI, and on-premise interconnects, utilizing Palo Alto NGFWs for full east-west and north-south inspection. Led VPC design, Terragrunt implementation, and Workforce Identity Federation implementation as the solo engineer from stackArmor.
Solo engineer from stackArmor leading the 12-week migration from Cloud Endure to AWS Disaster Recovery Service. Led AWS VPC Design and coordinated with on-prem networking teams to ensure Direct Connect dynamic BGP routing was properly configured. Managed the installation of DRS agents and policy migrations with zero loss of coverage. Authored custom AWS Step Functions to automate Route Table updates based on Entra ID Public IP changes, limiting outbound internet access.
Deployed an IaC CI/CD pipeline for a FedRAMP High and IRS 1075 compliant Landing Zone in AWS GovCloud (pre-dating CDK and Control Tower availability). Architected a 20+ account, 20+ VPC environment interconnected via Transit Gateway for full-mesh on-premises connectivity. Automated configurations for GuardDuty, CloudTrail, and fleet-wide security agent installation on EC2 instances using AWS Systems Manager (SSM).
Served as the dedicated AWS Architect SME, delivering critical infrastructure optimizations and security enhancements. Implemented a centralized, multi-account AWS Backup configuration. Integrated Palo Alto Next-Generation Firewalls (NGFW) with AWS Gateway Load Balancer for scalable traffic inspection. Performed comprehensive optimization of existing Amazon EKS (Elastic Kubernetes Service) clusters for performance and reliability.
Thought Leadership
Publications & Writing
Technical Domains
Expertise
- LLM Platform Strategy
- Multi-Agent Orchestration
- Vertex AI / Gemini
- Model Governance & Responsible AI
- Agentic Framework Design
- EA Governance (All Domains)
- Cloud-Native Architecture
- Event-Driven / Microservices
- API Strategy & Interoperability
- Reference Architecture Authoring
- Google Cloud Platform (GCP)
- Amazon Web Services (AWS)
- Kubernetes (CKA / CKAD / CKS)
- Terraform & Ansible IaC
- Multi-Cloud Architecture
- FedRAMP Authorization
- Zero-Trust / SPIFFE/SPIRE
- Identity Federation (WIF, FIDO2, mTLS)
- FIPS 140-2/3 Compliance
- SOC2 / HIPAA
- Go
- Rust
- Python
- Bash / Infrastructure Scripting
- CI/CD & SRE Practices
- Manager-of-Managers
- Engineering Org Design & Scaling
- Executive Communication
- Remote / Globally Distributed Teams
- Board & Customer Narratives
Career
Experience
- Product Innovation (Zero-to-One): Pioneered and launched Peregrine (Gemini 3.1 Pro AI agent) and Radar CLI in FedRAMP production, cutting incident response times by 50%, expanding SRE capacity by 40%+, and slashing tenant provisioning from weeks to hours.
- Enterprise Architecture Modernization: Spearheaded an enterprise-wide modernization program, retiring critical technical debt and re-architecting monolithic legacy systems into high-performance, containerized, API-first structures.
- Sales Capture & Pipeline Qualification: Directed technical Go/No-Go pipeline qualification to protect margin and delivery targets; engineered rapid POC sandboxes to successfully clear complex pre-sales qualification gates for enterprise/federal buyers.
- Cloud FinOps & OpEx Optimization: Partnered with executive leadership to optimize cloud spend—analyzing workloads to structure Committed Use Discounts (CUDs) and securing strategic Google Cloud credits to drive significant reductions in cloud OpEx.
- Organizational Scaling & Mentorship: Built and led a high-velocity 40+ engineering organization across GCP, AWS, and AI practice areas under a manager-of-managers leadership model; scaled the GCP practice 7x (from 3 to 20+ engineers).
- Cross-Functional C-Suite Alignment: Collaborated with executive leadership (C-suite, Finance, Security, and Sales) to align technical roadmaps with business objectives, compliance boundaries (3 FedRAMP authorizations), and revenue targets.
- Designed high-availability AWS architectures for mission-critical federal agency systems, achieving 99.99% uptime with 24×7 operations.
- Automated end-to-end infrastructure provisioning via Lambda, API Gateway, and IaC — cutting manual provisioning time by over 90%.
- Designed complex AWS networking (VPCs, Transit Gateway, VPN, NACLs) and built automated TMG firewall update workflows eliminating recurring outage risk.
- Supported enterprise SharePoint environments serving 5,000+ users across Production, Development, Test, and Performance environments for Department of Education applications.
- Built PowerShell automation and SharePoint workflows; earned CompTIA Security+, MCTS, and MTA Server Administration certifications during this period.
Credentials & Writing
Education & Certifications
AWS Gold Jacket
Speaking on Container Security · AWS Community Event · Boston, MA
AWS Gold Jacket · All Certifications Active
AI Security · AWS Public Sector Summit · Washington DC
- GCP Professional Cloud Architect Google Cloud
- AWS Gold Jacket Recipient — all AWS certifications active Amazon
- CKA — Certified Kubernetes Administrator CNCF
- CKAD — Kubernetes Application Developer CNCF
- CKS — Kubernetes Security Specialist CNCF
- IEEE CertifAIed Ethical AI Assessor IEEE
- CompTIA Security+ CompTIA
- MCSE Microsoft
Published Writing
Speaking & Advisory
Open to advisory engagements, board-level technology counsel, and speaking on AI governance, regulated cloud architecture, and engineering organization design.
Contact
Open for Executive Dialogue
CTO, VP Engineering, and VP Enterprise Architecture opportunities.
Advisory engagements and board-level technology counsel welcome.