Chief AI & Technical Officer at BSC Analytics | AWS Ambassador | United States Marine Corps Veteran
I lead governed enterprise AI and cloud platforms for regulated environments, and I publish selected reference architectures that demonstrate how I think about reliability, security, operations, and accountable execution.
I set technology direction, build technical organizations, and stay close enough to architecture and implementation to challenge assumptions, evaluate risk, and defend consequential technology decisions.
I lead AI and technology at BSC Analytics, where I set direction for enterprise intelligence platforms, MLOps pipelines, and governed production systems.
Current focus: application-led agentic AI, governed AI execution, platform engineering, modernization, model operations, and resilient multi-cloud architecture.
| Repo | What it does | Stack |
|---|---|---|
| agentic_ai | Application-led agentic AI reference architecture for governed sprint intelligence using deterministic workflows and constrained AI analysis | AWS Step Functions, React, SwiftUI |
| voice_clone | Self-hosted voice AI reference architecture on AWS with explicit consent, security, testing, and production-readiness boundaries | EKS, Flask, Terraform, ArgoCD |
| eks_cobol | Reference architecture for extending COBOL workloads with containers, Kubernetes, event-driven processing, and machine learning | EKS, Docker, COBOL |
| pen_test_agentic_ai | Penetration testing reference architecture powered by agentic LLMs with authorization and safe-use boundaries | Agentic AI, Security |
AI / ML
Agentic AI • LLM integration • RAG • MLOps • SageMaker • Bedrock • Real-time inference • Voice AI
Cloud
AWS • Azure • GCP • Serverless • Multi-cloud architecture • Cost optimization
Infrastructure
Terraform • Kubernetes (EKS / AKS / GKE) • Docker • ArgoCD • Helm • GitHub Actions • CI/CD
Languages
Python • Go • TypeScript • Swift • Bash • HCL • COBOL
Three-time AWS Ambassador Award recipient.
| Year | Award |
|---|---|
| 2024 | #1 North America |
| 2023 | Top Global Ambassador |
| 2022 | #1 North America |
30+ certifications earned across AWS, Azure, GCP, Kubernetes, and related technologies
I speak at AWS Ambassador Global Summit events on AI, infrastructure modernization, and MLOps.
- Real-Time AI Data Enrichment for Legacy Workloads in AWS
- COBOL in the Cloud
- Self-hosted AI Model Application Development
- Enhancing Security Compliance for Mainframe Migrations on AWS
These repositories are reference implementations. Each priority repository states what is built, what is illustrative, what has been tested, and what remains to be validated before production use.