Build
Turn an unclear task into a focused prototype or workflow, with clear inputs, decisions and a usable result.
Tristan Chen · Singapore · Open to full-time roles · Selected projects
I turn AI capability into work people can use.
AI Product & Workflow Designer
When
Work is repetitive, unclear or scattered across tools.
My part
Find the breakdown, build the smallest useful system, make the checks explicit.
Result
Less ambiguity and something another person can use or continue.
02Selected work
Products, systems and published work.
Publishing · Positioning · Audience journey Published
The Stabilizer
Turned an original relational concept into a published book, editorial website and audience journey — with the wider transmedia system still expanding.
My role
Concept development, authorship, positioning, art direction, Base44 implementation, publishing workflow and audience journey.
2026Visit The Stabilizer
Songwriting · AI music · Creative direction Published
onlytomas / Audio
Original songwriting and AI-assisted music direction focused on melody, lyrical meaning, prosody, vocal character, arrangement and deliberate iteration rather than one-click generation.
My role
Concept, lyrics, emotional arc, prompt direction, vocal and arrangement direction, prosody, iteration logic and final selection.
2026Tracks In Progress
Visual systems · Art direction · AI quality Designed
Brand Sheet
Built a visual-reference system that turns inspiration into reusable decisions about materials, type, palette, composition and structural behaviour.
My role
Research framing, taxonomy design, comparative visual analysis, art direction, prompt evaluation and information design.
2026Open project
WORK / 2026
ArcFrame Ecosystem
Working method · AI workflow architecture
The working method behind my projects: shared context, explicit decisions and recoverable review across AI tools, with final judgment remaining human.
Working method · AI workflow architecture In active development
ArcFrame Ecosystem
The working method behind my projects: shared context, explicit decisions and recoverable review across AI tools, with final judgment remaining human.
My role
System concept, architecture, operating principles, product direction, quality rules and final judgment.
2026Open project
Scientific communication · Base44 product Completed
PT-141 Scientific Reference
A live educational reference showing how I turn scientific literature, mechanism and safety context into a navigable digital product — not medical advice.
My role
Research synthesis, scientific communication, evidence framing, information architecture, UX direction and Base44 implementation.
2026View case study
AI governance · Digital product Available
GM3
A practical preflight system that makes ownership, boundaries, failure checks and approval authority visible before AI-assisted work goes live.
My role
Product framing, workflow design, evaluation logic, buyer journey, Base44 implementation and offer architecture.
2026Visit GM3
03A decision you can inspect
A reference should change more than the colour.
Brand Sheet separates surface treatment from composition. The case study shows what I chose to preserve, what needed a rule and where the evidence stops.
Read the decisions04What I bring
Build. Evaluate. Direct.
My judgment is especially useful when the work is almost right: identifying what is missing, even when the individual components appear satisfactory, and directing the revisions that make the whole work.
Evaluate
Define what good means, test where the output fails and make consequential decisions visible for human review.
Direct
Shape language, interfaces and creative work through deliberate selection, revision and finishing.
05The method behind the work
ArcFrame
My developing method for keeping context, decisions and review connected across AI tools. It supports the work shown here. I remain responsible for what I accept and publish.
06Featured writing
New LinkedIn Article
A new field note on AI music, evidence and the judgment that still belongs to the listener.
Latest / LinkedIn
About Suno
A practical case for judging AI-music teaching by the work, the listening and the discernment behind it.
07Writing archive
LinkedIn Articles
Swipe or scroll · 06 articles
June 24, 2026
The Resume Has a New Blind Spot
Read
July 11, 2026
Demonstrated Humanity
Read
July 3, 2026
The Day Claude Rolled His Eyes at My Orchestration Article
Read
July 1, 2026
Orchestration Is the New Leverage
Read
June 28, 2026
Every Open Tab Is Another Possible Future
Read
June 27, 2026
The Receiving Side Needs a Red Button Too
Read08Contact
Let’s make AI work clearer, more usable and easier to trust.
I’m based in Singapore and open to full-time roles and selected project conversations in AI workflow design, evaluation and digital product building.