PortfolioContent & Knowledge Systems
Topographic map texture
Portfolio

Content & Knowledge Systems

This is a placeholder page — every project listed here is currently in development.

Systems that keep a person in the loop.

Each project starts with messy source material — transcripts, notes, links, drafts — and ends with a tool that proposes structure without pretending to be final. A human reviews, edits, and signs off on every output.

Entries

06

Method

1

Selected work

Fig. 01–06
01 · Pipeline2024

Conversation-to-Copy Pipeline

A long-form pipeline that drafts and revises from recorded interviews, with an editor approving every pass.

TranscriptionDraftingReview
Line illustration of hands untangling a chaotic thread into a single smooth line
02 · Drafting2023

Knowledge Base to Content Drafting Tool

Turns a tagged knowledge base into ready-to-edit drafts, with citations the author can trust.

RetrievalCitationsEditing
Line illustration of a knowledge graph of index cards flowing into a drafted document
03 · Operating2023

Personal Operating System for Complex Projects

A personal operating system that keeps sprawling projects legible and every decision traceable.

PlanningTrackingReview
Line illustration of a topographic map with routes and waypoints for project navigation
04 · Career2022

Career Strategist & Application Assistant

A career strategist that aligns a portfolio to roles and drafts applications for a person to sign.

MatchingDraftingSign-off
Line illustration of a profile card aligned with a compass and role outlines
05 · Field2022

Workshop Transcript to Knowledge Assistant

Distills workshop transcripts into a searchable knowledge base, with the speaker confirming each summary.

DistillationIndexingConfirm
Line illustration of speech bubbles and audio waveforms organizing into index cards
06 · Repository2021

Raw Creative Thinking to Structured Repository

Files raw creative thinking into a structured repository that stays searchable as it grows.

CaptureStructuringSearch
Line illustration of creative sketches being filed into structured repository drawers

Method

Principles
i

Fragmented in

Start from the messy source — audio, notes, links, drafts.

ii

Systemed through

A system proposes structure; nothing is auto-finalized.

iii

Human in the loop

A person reviews, edits, and signs off every output.