Personal project studio
Building practical systems with AI, automation, cybersecurity, and infrastructure.
My work combines hands-on software development with ongoing study in cybersecurity, networking, databases, and systems infrastructure.
01 validate(input)
02 route → review
03 log(provenance)
Selected work
Experiments and systems built around real constraints, clear workflows, and useful outcomes.
AI-assisted knowledge integrity and workflow management
A working platform for detecting knowledge problems, guiding repairs, and keeping consequential changes under human review.
AI-assisted operational reporting and risk analysis
A deployed Flask application that turns structured operational data into concise reports, risk analysis, and decision-ready summaries.
A customer-facing demonstration powered by purpose-built service workflows
NW Home Fix demonstrates how SmartFix supports requests, estimates, scheduling, invoicing, follow-ups, and planning for a local service business.
Additional projects
Cybersecurity training and awareness experience
An interactive training site for learning common security threats through guided explanations, knowledge checks, and a structured learning flow.
Bounded autonomous AI research system
A live research system that retrieves public web evidence, follows limited leads, preserves provenance, ranks discoveries, and publishes a daily AI-assisted finding.
Experiment
A real AI model operating inside explicit server-side constraints—not a chatbot.
Current focus
Field journal
Questions, discoveries, and working ideas from the studio.
About
I’m transitioning deeper into IT and cybersecurity while building practical systems that solve real problems. I enjoy taking messy processes, understanding the constraints, and building tools that make them better. I learn by doing.
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