Full-Stack Software & AI Engineering
I build systems that turn data into infrastructure.
Full-stack development, AI integration, and systems architecture based in Nashville, TN. I take projects from first commit to deployment, and I write about what I build along the way.
/ What I Do
I work across the full stack — backend services, AI agents, data pipelines, and developer tooling. If it involves Python, Rust, or making machines do useful work with data, I've built it.
Software Engineering
End-to-end product development in Python and Rust. CLI tools, internal services, web backends, and performance-critical infrastructure. Reliable, tested, shipped.
AI & Agentic Systems
LLM integration, agent frameworks, tool-use architectures, and custom pipelines. I build autonomous systems that actually work — no demo magic, real production tools.
Data & Infrastructure
ETL pipelines, geospatial data processing at continental scale, self-hosted infrastructure, databases, and systems design. Building things that don't fall over.
Technical Writing & Research
Deep-dive technical essays on AI, reverse engineering, systems architecture, and the things I build. I write about the hard parts so others don't have to figure them out alone.
/ How I Work
Every engagement is a collaboration. I bring deep technical experience across the software stack; you bring the problem. We figure out what needs building, how to build it, and how to make sure it stays built.
Full-Stack Development
From prototype to production — I build web apps, APIs, CLIs, and backend services. Python, Rust, TypeScript, and whatever else the problem demands. I ship clean, tested code.
AI Integration & Agent Architecture
LLM-powered features, tool-using agents, RAG pipelines, and evaluation frameworks. I design systems where AI is a reliable component, not a party trick.
Data Engineering & Infrastructure
ETL pipelines at scale, spatial data processing, self-hosted services, database design, and deployment automation. I build systems that handle real data without falling over.
Technical Advisory
Code reviews, architecture guidance, technology evaluation, and project scoping. Helping teams make better decisions about what to build and how to build it.
mydatatimeline.com
Real-time audio processing pipeline with voice activity detection, denoising, and on-device ASR. Rust-powered backend with hot-swappable model lifecycle. A full-stack ML application from sensors to UI.
View Projects →/ Writing
Deep-dive technical essays on AI, reverse engineering, systems architecture, and the projects I build. I write about the hard parts so the next person doesn't have to start from scratch.
/ Let's Talk
Have a project, a problem worth solving, or just want to talk shop? Im always open to hearing about interesting work.