Started young with technology. Built PCs, hosted LAN parties, ran a small wireless ISP at 16. That hands-on start stuck. I'm still interested in how systems actually behave, and what breaks when nobody is watching.

Finishing a B.S. in Cybersecurity and Information Assurance at WGU, with lab work alongside the degree.

I build and test small agents and tools. LaunchPad is a Windows-first launcher that runs coding agents in a fenced VM with a control panel, so the agent works in a box you can watch. I also repack quants and rebuild inference engines, and publish the measured numbers.

I write about systems, AI, and security on X. Open to work where the fit is real.