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Capabilities,
in practice.

This preview outlines areas of work without inventing roles, employers, dates, education, or credentials. Add verified experience before public launch.

A cross-disciplinary toolkit.

01

AI systems

Local inference, model evaluation, tool use, agents

02

Development

Python, TypeScript, APIs, automation

03

Infrastructure

Docker, Linux, networking, VPS deployments

04

Practical systems

Batteries, solar, vehicles, trailers, troubleshooting

Experience timeline.

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Independent technical work

Role details, dates, projects, and outcomes require owner verification. No employers or credentials are listed in this preview.

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