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DS

About Me

Quality systems engineer by day. Software developer and maker on the side.

Building Custom Quality Modules and AI Workflows

AI-generated deep-dive · ~2 min · Powered by NotebookLM

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What I Do

My day job is quality systems engineering for medical devices: writing ETQScript automations, managing CAPA workflows, and making sure the systems that track nonconformances actually work the way they should. It's detail-oriented work and I genuinely like it.

After hours, I channel that same energy into side projects. I built WinClip because I got tired of copy-pasting the same text transformations. I designed 52 printable models because I kept thinking "I could just make that." And I set up a homelab because I wanted to own my own data.

The Homelab

I run 24 self-hosted services, 80+ automated workflows, and local AI inference on dedicated hardware. Morning briefings, document processing, smart home control, all on-premise with no cloud dependencies. The AI stack runs a local LLM (Qwen3.5-9B), WhisperX for speech-to-text with speaker diarization, and a vector database for semantic search across everything I've ever written or saved.

Software

I build tools that solve problems I actually have. SolScribe is a self-hosted transcription platform powered by WhisperX. Prism is a privacy-first command palette that searches seven sources in parallel, including my local LLM and vector database. WinClip turns the clipboard into a contextual text toolkit with 52 actions. Everything runs locally, nothing phones home.

Making Things

I've been 3D printing since 2018. Most of my designs start the same way: I need something, I can't find it, so I open CAD. Headphone stands, desk organizers, a wine carousel, even a set of wall lamps with LED strips. 52 models and counting, all free to download on MakerWorld. Check out the full collection.

Infrastructure

I run a 24-service homelab on dedicated hardware: local AI inference, document processing, smart home control, and 80+ automated workflows. Everything is on-premise with zero cloud dependencies. This is the same infrastructure approach I deploy for consulting clients through Sovereign AI.

24 Services
80+ Workflows
0 Cloud Dependencies

Career Evolution

From supply chain to global QMS, 14 years and counting

May 2025 – Present

Staff Quality Systems Engineer

Terumo Medical Corporation

Remote

May 2021 – Jun 2024

Principal Quality Specialist – Global QMS

Kimberly-Clark

Remote

Nov 2017 – Apr 2021

Quality Systems Specialist

Kimberly-Clark Professional

Roswell, GA

2011 – 2017

Supply Chain & Quality Systems Roles

Fastenal, Rooms To Go, Kimberly-Clark Professional

Education

Bachelor of Science, Industrial Engineering Technology

Southern Polytechnic State University

2007 – 2011

Automated CoA Processing

Cut Certificate of Analysis turnaround by 70% with TraceGains. What used to take days now takes hours.

Track Record

Top-tier performance ratings for 10+ consecutive years across three organizations.

Enterprise Systems

SAP S/4HANA, EtQ Reliance, TraceGains

Regulatory

ISO 13485, ISO 9001, FDA 21 CFR Part 820

Core Competencies

Lean Six Sigma · Computer System Validation · Agile (Azure DevOps) · ETQScript Automation · Global QMS Deployment