Mission Dossier
I build software by asking why things work under the hood until I reach the physics or mathematical fundamentals. I focus on data-sovereign systems built from first principles, logging the messy parts here so future-me avoids the same traps.
I don't train foundation models from scratch. I build real-world systems around them. My focus is writing clean, local-first code that solves concrete problems for users without locking them into proprietary black boxes.
What I'm Building
Right now I am working on agtech systems that solve actual soil and crop logistics rather than pitch-deck hype. I also develop tools for teachers, including Vellor: an offline-first workspace designed for independent educators.
- Agritech AI Solutions R&D ACTIVE
- Vellor Protocol LOCAL CORE
- Data-Sovereign Tooling DEPLOYED
What I'm Learning
Lately my study time goes toward orbital mechanics (DeltaV Lab is my testbed), applied physics, and cognitive psychology. Nine years of teaching taught me that debugging human understanding is just as challenging as debugging code.
Current Trajectory
Q1 2025
STATUS: Post-Flight Analysis
A Note on the Journey
LOG_ENTRY: 402FuelDrop started as my primary startup attempt in Q1 2025 for on-demand fuel logistics. Version 3.0.0 exists as a frontend UX prototype with simulated ordering surfaces and driver state. The honest breakdown of what worked and where the operational model broke is documented in the why-and-what mission log .
"Knowledge kept secret is knowledge wasted."
The hard-knock lessons — optimistic UI on mock state, portfolio claims ahead of the repo, what I'd do differently — live in the FuelDrop mission log and the full transmission series .
Pedagogical Experiments
9 Years
STATUS: Concluded // March 2025
Pedagogy from First Principles
LOG_ENTRY: 501Before focusing on software architectures and ag-tech, I spent nine years investigating how to cultivate deep curiosity in student minds. My methods focused on stripping complex phenomena down to physical fundamentals—conducting experiments while cooking, holding classes under open skies, and analyzing real-world observations like train motions and football trajectories.
Signal & Metrics
Library Trajectory
2026 GoalMy Tech Stack
// SYSTEM_INVENTORY: TECHNICAL ASSETS REGISTERED FOR TARGETED SYSTEM ARCHITECTURE AND HIGH-VELOCITY DEPLOYMENT. UTILITY PRIORITIZED OVER SYNTAX MEMORIZATION.