A personal system for understanding my job search

A system for tracking the roles, companies, applications, resumes, referrals, interviews, and outcomes that accumulate over a job search. It captures job descriptions and metadata, connects each application to the exact materials and history behind it, surfaces patterns across the roles I am targeting, and uses that history to help decide what is worth pursuing next.

Script reading built for revision

A script-reading tool designed around how writers actually hear and revise dialogue. It adds control over pronunciation, pacing, beats, interruptions, overlaps, character continuity, and line delivery, translating writer intent into speech-generation controls rather than exposing raw model settings.

Making sense of a small building's finances

A financial reconciliation and planning tool for small condo and co-op boards. It brings bank activity, management-company reporting, operating expenses, reserves, and future capital needs into one model so decisions like common-charge increases can be based on actual cash projections and scenarios instead of guesswork.

Modelling what a heritage speaker actually knows

Heritage speakers understand far more than they can read or produce, and standard proficiency levels do not describe that shape. This is an attempt to model recognition, comprehension, reading, and active use as separate curves, so material can be chosen for the gap rather than for a level.

Private reasoning over personal records

A local-first system for working with sensitive personal data without turning it into another cloud dataset. It combines retrieval, structured records, deterministic calculations, citations, and explicit uncertainty so questions can be answered from the underlying evidence rather than from model memory. Medical records are the first test case.

Capture first, organize later

A low-friction way to capture ideas, references, observations, and other fragments by voice from a phone or watch. The system transcribes and classifies them, proposes where they belong, and waits for approval before writing them into a personal knowledge archive.