Technical Architecture & AI Delivery

A portfolio of secure AI deployments, MLOps infrastructure, and agentic workflows built to bridge the gap between commercial innovation and enterprise compliance.

Deployed Architecture

Air-Gapped AI RAG Engine

Live

A fully localized, zero-trust Large Language Model (Llama 3.2) pipeline utilizing ChromaDB and LangChain, mapped to NIST AI RMF and DoD RAI guidelines.

Pipeline & In-Development

Agentic PMO Orchestrator

In Progress

A multi-agent workflow utilizing LangGraph and the Model Context Protocol (MCP) to automate dependency tracking, risk escalation, and executive reporting across simulated Agile delivery tools.

AWS SageMaker MLOps

Architecting

An enterprise cloud-native deployment pipeline demonstrating IAM security compliance, model registry orchestration, and endpoint provisioning within AWS ecosystem constraints.

LLMOps Governance Pipeline

Planned

A continuous integration guardrail system utilizing LangSmith and LlamaGuard to track inference latency, token cloud costs, and output safety for commercial GA readiness.

Silicon-Optimized Edge AI

Planned

A hardware-constrained deployment utilizing model quantization (4-bit) and portable Docker containerization to run GenAI inferences on low-power edge devices with zero cloud latency.