See the whole system
I start with the people, inputs, decisions, dependencies and failure points, not the tool.
TCAI systems · writing · digital products
04About
Tristan Chen
AI Product & Workflow Designer
Authorial Systems Intelligence: the ability to translate complex creative intent into coordinated execution, detect where implementation loses meaning, and integrate disparate capabilities into coherent, usable products.
AThe path here
My route into AI was not a straight technical ladder. It moved through biological science, biotechnology, scientific product work, regional marketing, export control, banking operations and digital marketing. Each role sharpened the same instinct: understand the full situation, find where clarity breaks down and make the next action easier to trust.
Today I apply that pattern to AI-assisted work. I map workflows, build focused prototypes, define what good looks like and test whether the output is coherent, traceable and ready for another person to use or continue.
My judgment is especially useful when something is almost right. I can articulate what is missing even when the individual components appear satisfactory, then direct the revisions needed to preserve the original intent. I remain responsible for the final choices.
BHow I work
Build the smallest proof
I turn ambiguity into a focused workflow or prototype that exposes value and risk before more is built.
Make quality visible
I use acceptance criteria, human review and clear handoffs so speed does not become generic or unreliable output.
CSelected experience
A cross-domain route into applied AI.
Independent practice
AI Product & Workflow Designer
Mapping repeated work into requirements, prototypes, evaluation checks, correction histories and review-ready handoffs.
DBS Bank
Customer Experience & Digital Operations Specialist
Handled complex banking enquiries across cards, accounts, fraud and scams, with accurate case documentation and structured process improvement.
Geneco
Customer Engagement & Process Optimisation Executive
Reviewed recurring service issues and created clearer communication templates and process notes for more consistent responses and handoffs.
All Eights · PerkinElmer · Leybold Singapore
Product, regional marketing & export-control roles
Worked across scientific products, stakeholder communication, quality-sensitive operations and compliance.
DQualifications
Science, operations and digital practice.
Different disciplines, connected by the same habit: understand the evidence, make the structure clear and test whether it works in practice.
Bachelor of Science
Biological Sciences · University of Wollongong
Diploma
Biotechnology · Singapore Polytechnic
SCTP Diploma · 2025
Digital Marketing and AI Integration · BELLS Institute of Higher Learning
EThe method behind the work
ArcFrame · Working method · In active development
One connected system. Distinct roles. Human judgment stays visible.
ArcFrame is the working method I am developing behind these projects. It carries context, decisions and review between AI tools while giving each tool a distinct job.
I call its philosophy federated holism: shared purpose, context, standards and evidence, with distinct roles and boundaries for each tool. AI can draft, build and challenge. I remain responsible for what is accepted, rejected and published.
“All is one, yet each is separate.”
Distinct roles
Different tools do different jobs instead of duplicating the same work.
Visible proof
Checkpoints, tests and decision records make quality easier to inspect.
Compounding work
Each finished artifact leaves something the next project can reuse.
Pattern→Structure→Meaning
Structured, readable visual intelligence.
Dense inputs become proof people can understand, inspect and use.
Comprehensionover decoration
signal over noiseI am developing ArcFrame as a working method and connected set of practical products for independent builders and small teams using AI. The aim is continuity without confusion, speed without generic output, and finished work another person can inspect and continue.
Explore ArcFrameCompleted Base44 site · Scientific communication
PT-141 Scientific Reference
A structured, citation-aware reference translating melanocortin pharmacology into clear mechanism, safety and research pages. It connects my biotechnology and biological-science background with digital product building.
Open project recordCode · Version history · Technical proof
GitHub
Versioned repositories and implementation work supporting the products, workflows and media tools shown across this portfolio.
View GitHubGood AI work should survive contact with the people who have to use it.
I am open to full-time roles and selected project conversations across AI workflow design, evaluation and digital product building.
Discuss a role or project