Technical Arsenal

25+ years of hands-on experience across the full technology stack

From Hardware to AI: A Complete Technology Journey

My unique background spans from physical systems (HVAC, welding, security) to cutting-edge AI implementations. This breadth gives me a rare perspective on how technology truly serves business needs at every level.

🤖

AI/ML Stack

Current Focus
Python
5+ years
Open WebUI
2+ years
Ollama
2+ years
ChromaDB
2+ years
OpenAI API
3+ years
LangChain
2+ years
Vector Databases
2+ years
Prompt Engineering
3+ years
🏗️

Enterprise Platforms

Sitecore 9.3
5+ years
Azure PaaS
8+ years
AWS
6+ years
Docker
5+ years
Kubernetes
3+ years
Chef
4+ years
Azure DevOps
6+ years
💻

Development

.NET Core
15+ years
C#
20+ years
React
6+ years
Node.js
5+ years
SQL Server
20+ years
Redis
5+ years
RabbitMQ
4+ years
SignalR
6+ years
🔧

Specialty Skills

Unique Blend
MQTT/IoT
5+ years
Home Assistant
6+ years
Security Systems
10+ years
HVAC Controls
Certified
Welding
Hobby
Mechanical Systems
15+ years

Featured Open-Source Work

A selection of public repos at github.com/beaudamore that back up the AI/ML skills above.

biblical

26-persona biblical voice QLoRA on Qwen3-14B (Unsloth). Live at chat.crossandfaith.com. Two-stage SFT + DPO. LLM-as-judge: +12 over base.

Qwen3-14BQLoRAUnsloth
circle-of-speakers-pipeline

Multi-persona Open WebUI streaming pipeline. Tag-filtered speaker selection, intelligent turn-taking, dynamic introductions.

Open WebUIPythonPipeline
circle-of-speakers-mobile

iOS chat app with on-device LLM inference via llama.cpp and Gemma 4B. No cloud round-trip.

iOSllama.cppGemma
pubmed

Thinking-enabled oncology LoRA on Qwen3 that reasons through clinical questions step-by-step using <think>...</think> chains.

Qwen3OncologyQLoRA
openwebui-safety-filters

Safety filters for Open WebUI deployments. 4 stars.

Open WebUIPython
openwebui-ollama-reranker-bridge

Bridge for using Ollama-hosted reranker models with Open WebUI's RAG pipeline. 3 stars.

Open WebUIOllamaRAG

And ~50 more on github.com/beaudamore - Open WebUI tools and filters, LoRA training notebooks, agents, and integrations.

Recognition & Certifications

🏆

Employee of the Month

Robert Half Technology, November 2005

"RHI has kept me working mostly with major clients at each turn"
Recognized for handling multiple complex contracts simultaneously
📜

Sitecore Certified 9.0 Developer

Official Sitecore Certification

Enterprise CMS expertise
🔧

HVAC Technician

Professional Certification

Unique blend of physical and digital expertise
🎓

Client Server Programming

DPT Business School

4.0 GPA, Top Honors

Technical Evolution Timeline

2022-2025

AI/ML Mastery

Private LLM implementations, vector databases, prompt engineering

Python OpenWebUI Ollama ChromaDB
2019-2022

Enterprise Architecture

Sitecore 9.3, Azure PaaS, DevOps transformation

Sitecore Azure React DevOps
2015-2019

Cloud & Automation

Infrastructure as Code, multi-cloud deployments

Chef AWS Azure Docker
2010-2015

.NET Expertise

Enterprise applications, government systems

C# .NET SQL Server WCF
2000-2010

Web Development

Full-stack web development, hosting business

PHP Linux Apache MySQL