Contact

Who

Microbiologist and data scientist. Built this system solo using AI-assisted constrained evolution (K-NOME) over approximately 18 months on commodity hardware in a basement.

Author of all code, all science validation, and all documentation on this site.

Background:

• BS Microbiology, Michigan State University
• MS Data Science, Michigan State University (4.0 GPA)
• U.S. Army veteran (25th Infantry Division)
• Sandia National Laboratories (Research Fellow — sequencing, bioinformatics)
• 5 years biotechnician (fermentation, BSL2, fungi, mycobacteria, GMOs, PFAS)
• PFAS Research Lab, Michigan State University

What I do:

• Wet lab — fermentation, microbial assays, high-throughput sequencing, PFAS, BSL2
• Dry lab — pure Rust bioinformatics, GPU compute (vendor-agnostic WGSL), sovereign pipelines
• Systems — 13-primal mesh architecture, sovereign deployment, zero C dependencies
• Science — 70+ published papers reproduced, 14,314+ validated checks across 8 domains

The Lab has the evidence. The Science section has the papers. Every claim has a cargo test that proves it.

Reach Out

[email protected]

One email address. No LinkedIn. No contact form. If you can write a clear email, you’re the right kind of person.

If You’re a Human

Students, researchers, creatives, builders, scientists, curious people — anyone representing themselves.

The tools are free (AGPL-3.0). Collaboration is welcome. I’m happy to help you get started, answer questions about the science, or explore how the system applies to your work.

Reach out about anything. No compensation expected or discussed — this is the commons.

If You Represent an Organization

Companies, labs, institutions — anyone sending a representative on behalf of an entity that captures value from focused expertise.

If you want my time and skills applied to your organization’s work, that is a professional engagement. Come as a decision maker, not a middleman. Know what you need. Compensation is variable — we discuss it like adults when the work is clear.

What I can bring to your organization:

• Wet + dry lab in one person (bench science AND computational pipelines)
• Production Rust systems engineering (13 services, 14K+ tests, zero unsafe)
• GPU-accelerated scientific computing on commodity hardware
• AI-assisted development methodology that actually works (K-NOME)
• Sovereign pipeline builds — no vendor lock-in, no cloud dependency, your hardware

Please don’t email if:

• You’re a recruiter sending bulk messages without a specific mandate
• You want to sell me something
• You can’t articulate what you need in the first paragraph

What Contacting Me Does Not Result In

No sales. No subscriptions. No pitch decks. I am not buying anything, and the software is not for sale — it’s AGPL, free for anyone to use.

If you email, you’ll get a human response to a human question.