Systems

Practical systems designed for real-world use

I design and build systems that solve real problems — not generic templates, but working solutions tailored to how organizations actually operate.

My focus is on clarity, structure, and usability — ensuring that systems are not only functional, but understandable and maintainable by the people who use them.

AI-Assisted Knowledge Systems

I build AI-driven systems that transform existing documentation into structured, conversational knowledge — making information easier to access and use.

  • Ask Sage — AI assistant for education
  • Ask Tedd — organizational knowledge systems
  • Private, domain-specific AI deployments

Custom Web Applications

I develop web-based systems that support business operations, data management, and user interaction — built with reliability and clarity in mind.

  • PHP / MySQL / JavaScript applications
  • Data-driven systems and dashboards
  • Accessible, standards-compliant interfaces

Educational Systems

I design tools that support teaching, learning, and skill development — with an emphasis on practical application and student engagement.

  • SQL training environments and emulators
  • Interactive learning systems
  • Course-integrated AI tools

Computational Modeling Systems

My background in geophysics continues to inform my work in modeling and simulation — developing systems that extract meaningful structure from complex data.

  • GeoLab and related modeling tools
  • Data interpolation and contouring systems
  • Applied analytical software

Across all of these systems, the goal remains the same — to turn complex information into something usable, understandable, and effective in the real world.

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