Matthew Scott

AI/ML Engineer & Systems Architect

Building production-scale AI systems from research prototypes to enterprise deployment. Specializing in AI orchestration, security tools, and intelligent automation systems.

10+ Years Experience
30+ Projects Built
98% ML Accuracy

About Me

Former Risk Management Professional at Fortune 50 healthcare company who transitioned to ML Engineering through self-directed learning and building production systems. Based in Louisville, KY with 10+ years of healthcare technology experience.

I build real ML systems, not API wrappers. Specializing in production-ready neural networks, local AI orchestration, and accessible technology. Also a guitarist who combines music production with AI automation across 997+ Logic Pro projects.

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Healthcare Tech

10+ years Fortune 50 experience in risk management

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Production ML

92% accuracy TensorFlow models, 134-feature neural nets

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Music + AI

997+ Logic Pro projects with intelligent automation

Featured Projects

Music + Tech

FretForge Guitar Tab Player

Accessible mobile-first PWA for guitar learning with 300+ chord library, real-time audio synthesis, and full screen reader support. Built for 285M visually impaired users worldwide.

React PWA Web Audio API
MLOps

Reflexia Model Manager

Adaptive quantization system for running LLMs on consumer hardware. Dynamically adjusts model precision based on content complexity and system resources with Metal acceleration.

Python Ollama Docker

Technical Skills

AI/ML Frameworks

PyTorch TensorFlow Scikit-learn LangChain Transformers

Languages

Python JavaScript Node.js SQL PowerShell

DevOps & Cloud

Docker AWS CI/CD GitHub Actions Monitoring

Domains

Healthcare Tech Risk Management Music Production Accessibility MLOps

Music & Creative

Logic Pro X Guitar/Bass Audio Processing Tab Analysis Music Automation

Let's Connect

Open to opportunities in AI/ML Engineering, Research, and Solutions Architecture