Production AI, shipped.

Director of Engineering for AI Engineering and Automation — and still writing the code. These are systems I've architected and built — multi-agent platforms at enterprise scale, autonomous AI products running as real businesses, and a self-hosted home AI command center with zero cloud inference. Not slide decks. Working software.

Enterprise AI Platforms

As Director of Engineering, AI Engineering & Automation at a Fortune-10 healthcare company. Described at architecture and role level.
Enterprise · In production

Multi-Agent Operations-Intelligence Platform

A multi-agent AI platform deployed across fulfillment sites nationally. Six production AI agents handle analytics over operational data, inventory intelligence, real-time operations control with 3D floor visualization, shipping, process mining with drift detection, and engineering decision-support. Built on an additive, "surgical insertion" architecture so it extends live systems without disrupting them.

Azure OpenAI · Databricks (SQL Warehouse + Vector Search + Delta) · Flask microservices · React/TypeScript · Azure AD + RBAC · Docker · CI/CD · embeddings + vector search
Enterprise · In production

Unified Enterprise App Portal

A single secured portal consolidating ten internal operations applications behind enterprise identity and role-based access, with a modern front end and automated deployment. The connective tissue that gives one operation one coherent surface.

React 18 · Azure AD (MSAL) RBAC via AD groups · Azure App Service + Nginx · GitHub Actions CI/CD
Architecture

Enterprise Pharmacy ERP & Zero-Trust Auth

Large-scale system design: an event-sourced pharmacy ERP spanning ten domains and dozens of modules, plus an RFID + hardware-backed zero-trust authentication scheme for floor terminals. Shows the depth behind the production work.

Rust (Tokio/Axum/Tonic) · PostgreSQL (Citus + TimescaleDB) · Kafka + NATS · Kubernetes/AKS · event sourcing

Independent Products

Live SaaS and client platforms I built and run end-to-end — architecture, code, billing, deployment.
Live · SaaS

Autonomous AI Video-Commercial Studio

A brand brief becomes a 30-second broadcast commercial in 10–20 minutes through a four-stage agentic pipeline: brand research, an AI creative-director concept pass, storyboard frame generation from product photos, and final video with native audio. Full subscription product with a token economy, brand profiles, auth, and 4K output.

Gemini (research + creative) · Gemini Image (storyboard) · Veo 3.1 (video, native audio, frame-bridging) · subscription + token billing
Live · SaaS

3D-Model Partitioning Service

A computational-geometry product that splits oversized 3D models into bed-fitting pieces with locking connectors and returns slicer-ready files. Geometry-aware seam finding, BSP partitioning, pegs/magnets/dovetails, and presets for common printers. A real algorithm with a real business behind it.

Computational geometry (BSP, seam finding) · 3MF output · printer presets (Bambu/Prusa/Voron/Snapmaker) · free + subscription + credit packs
Live · Client build

AI Wellness-Intelligence Platform

A full custom platform for a Phoenix integrated-wellness studio: a deployed dashboard app plus an auth backend, with live wearable-data integration pulling real biometric signals into a personalized client pathway — assessment, design, rhythm, evolve. A working AI platform delivered for a paying client.

Cloudflare Pages · Supabase auth · live wearable integration (Whoop, Oura, OpenWearables) · personalized pathway engine
Live · Meta-proof

This Site — AI Content Automation

NerdlyBuilds runs an automated content pipeline: cron-driven trend scraping, AI article generation, image generation, and a human review-and-approve step before anything goes live — all on Cloudflare's edge for a few dollars a month. The site is itself a working demo of automated AI content, plus a consulting front door.

Cloudflare Pages/Workers/KV · Claude API (articles) · Gemini/Imagen (images) · server-side rendering · Mailgun · cron pipeline

The Home Lab

The signature build: a production self-hosted agentic system most people can only describe in theory.
Self-hosted · Production

Jarvis — Whole-House AI Command Center

A locally-run, multi-machine AI assistant that runs an entire command center with zero cloud inference. Two-tier local LLMs with speculative decoding, a full voice pipeline (wake-word → speech recognition → tool-calling orchestrator → streaming TTS) with multi-room audio and quiet hours, Home Assistant tool-calling, voice-driven 3D generation, a research-only paper-trading bot, and email rundowns that draft but never send. Triple-redundant disaster recovery with secret-guard tooling.

Two-tier local LLMs (speculative decoding) · ASR/TTS voice pipeline · Home Assistant tool-calling · 9800X3D/RTX 4090 · DGX Spark ×2 · Jetson Orin Nano · mesh-VPN + NAS, triple-redundant DR
Self-hosted

Self-Hosted AI Video Generation & Edit

A self-hosted video generation and editing stack on DGX-class hardware: a text-to-video service exposed over an API and tool interface, plus an FFmpeg-based editor driven by LLM planning, with AI upscaling from 480p to 1080p. Cloud-grade capability, running entirely on local silicon.

HunyuanVideo (API + MCP) · FFmpeg editor with LLM planning · 480p→1080p AI upscale · DGX Spark

Skills Matrix

Twenty years deep, current where it counts.

🧠 AI / ML / Agents

Agentic system designMulti-agent orchestrationTool-callingLLM integrationClaudeAzure OpenAIGemini / VeoLocal / self-hosted inferenceSpeculative decodingRAGEmbeddings + vector searchVoice (ASR/TTS/wake-word)Prompt engineeringProcess mining

☁️ Cloud / Infra / DevOps

Azure (App Service, ACR, Key Vault, AD/MSAL)Cloudflare (Workers/Pages/KV/D1/R2)DatabricksDockerKubernetes / AKSnginxGitHub ActionsAzure DevOps CI/CDsystemdmesh-VPN + NASDisaster recovery

⌨️ Languages

Python (Flask/FastAPI)TypeScript / JSReact 18/19NodeRust (Tokio/Axum/Tonic)SQLThree.jsWASMC# / ASP.NETPHP

🗄️ Data

PostgreSQL (Citus/TimescaleDB)Databricks / DeltaAzure Table StorageSQLiteMySQL / Oracle / MSSQLKafka / NATS

🔧 Maker / Hardware

3D printing (FDM / resin, print farm)Computational-geometry partitioningRobotics / animatronicsHome automation (HA/ESPHome/Matter)Embedded / firmwareEdge AI (Jetson / DGX Spark)

📈 Business

SaaS dev (auth / billing / token economies)Enterprise architectureProcess automationAI strategy & enablementTechnical consultingTeam leadership

Want AI that does real work?

Agentic automation, integration, or strategy — from someone who's actually shipped it to production. Let's talk about what your business needs.