LUCID
File Intelligence / AI
Origin: no reliable way to understand what is actually on your machine
Local file intelligence tool that scans any directory and surfaces not just filenames but what is inside each file. On-device AI summaries via Ollama, duplicate detection, and size analysis. Designed around a strict privacy constraint: nothing leaves the machine. Built to solve a problem I hit personally when trying to audit years of accumulated project files.
Python
FastAPI
Ollama
SQLite
In active development
BRIGS
LLM Systems / Context
Origin: context rot. Projects stall because AI sessions have no memory.
A session continuity and context compression system for LLM workflows. The core concept: distill a full conversation into a dense, minimal token (a "gold coin") that any model can use to pick up exactly where work left off. Designed to eliminate the manual context-rebuilding tax that slows every AI-assisted project. Architecture defined. Build in progress.
Python
Ollama
Markdown
Architecture phase
CanvassKit
CRM / Outreach
Origin: outreach team drowning in unstructured spreadsheets
Contact tracker built for nonprofit outreach teams managing community engagement. No CRM subscription, no onboarding curve. Logs calls, emails, and meetings from a Google Sheets sidebar. Status tracking, auto-formatting, and an interface built specifically for non-technical staff who should not have to think about the tool.
Google Apps Script
Google Sheets
HTML / Tailwind
Functional build
SoloBill
Invoicing / Finance
Origin: contractor paying for a full platform to use 10% of its features
Invoicing tool for independent contractors. Generates, tracks, and sends invoices directly from Google Sheets. PDF export via Docs, client and line-item tracking, email trigger. Tested in one real-world billing cycle, which surfaced UX friction and output issues. Structure is sound. Refinement ongoing.
Google Apps Script
Google Docs
PDF Export
Tested, in refinement
Origin: re-entry systems are hostile by default. They should not be.
Privacy-first, offline-capable PWA designed for people navigating re-entry after incarceration. Built around the specific constraints of that context: low-trust environments, limited or inconsistent connectivity, and high-stakes information needs. Designed with the assumption that the interface will be someone's first interaction with a tool that actually works for them.
PWA
Google Apps Script
Vanilla JS
Design prototype
GH2 Contact Tracker
Nonprofit Tooling
Origin: nonprofit staff logging outreach in ways that lost data
Outreach logging web app built directly from operational feedback from GH2 nonprofit staff. Simple, fast, zero training required. Built to replace an informal process that was creating gaps in contact history, the kind of gap that costs organizations relationships.
Google Apps Script
Google Sheets
Delivered to org
Audio & Video Transcription Tools
Workflow Automation
Origin: manual video logging was eating hours that should not exist
Two connected tools built around a media workflow problem. First: an iPhone audio recorder to PWA transcription pipeline built in Google Apps Script: record, drop audio, get text. Second: a video silence detector that scans raw footage on a timeline, identifies dead space, and outputs timestamps, eliminating manual scrubbing for editors. Both built without prior knowledge of the relevant APIs, learning entirely by doing.
Google Apps Script
PWA
Vanilla JS
Functional builds