Sean Syue
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Sean Syue / 薛文鈞 · Taipei
I turn unclear requirements into workflows, practical prototypes and AI-assisted tools. My background spans AI product delivery, business process automation and cross-border collaboration. Lately, I’ve been exploring the same questions through independent software, images, music and a game: what should it do, and how will we know it works?

SYSTEMS& AI.

CAPABILITIES / SELECT A CAPABILITY

DeliveryDelivery & collaborationSystemsRequirements & systemsIntegrationAI & integrationQualityValidation & qualityCreative directionCreative direction

Open to business systems, business analysis and AI automation roles.The experience behind the work ↓

↓
Capabilities / with evidence

Different contexts.
The same care in the details.

From coordinating an AI product team to deciding which generated track belongs in a game, these are the responsibilities I take on.

Selected capability / Delivery

Project Delivery & Collaboration

I clarify the next deliverable, connect the people who need to decide, and keep requirements, technical work and external commitments aligned.

  • Project coordination
  • Stakeholder communication
  • Cross-border collaboration
  • Proposals & presentations

Related experience & work

AI product / employmentPrometheus Lab AII coordinated colleagues across AI, engineering, software/hardware integration, marketing and business development, along with management and partners; owned requirements, progress and competition deliverables for the QITC 2025 Final Round. Project support / employmentMaking shared work easier to followI supported projects through data consolidation, SOPs, system testing and technical communication in Chinese, English and Japanese.
Selected capability / Systems

Requirements & Systems Design

I turn an open-ended request into a system architecture: the data it needs, the states it moves through, who can act, and what must happen before work advances.

  • Requirements analysis
  • System architecture design
  • Data & state design
  • Permissions & handoffs

Related experience & work

Enterprise systemsCRM, KYC & case managementI mapped the intake-to-case workflow and specified client records, document organisation, status changes and role-based permissions. Independent softwareAI Control CenterI designed the architecture, role responsibilities and approval rules that connect AI execution, verification and human decisions.
Selected capability / Integration

AI Applications & Workflow Integration

I connect tools around an actual task: how information enters, which rules transform it, where AI contributes, and how the result reaches the next step.

  • Workflow automation
  • API integration
  • AI applications
  • Rules & fallback paths

Related experience & work

Business operations / employmentn8n & AI content workflowsI connected Ragic, Outlook, Excel and public APIs, and defined output formats and checking rules for AI-assisted content production. Independent game / in developmentHeart ApartmentI defined how local-model suggestions meet game rules, compared model response times, and designed a text-mode fallback.
Selected capability / Quality

Validation & Quality Judgment

I ask whether a check can detect the failure we care about. I use focused experiments, keep the failed approaches visible, and separate measurable behaviour from human judgment.

  • Test effectiveness
  • Experimental design
  • Failure analysis
  • Acceptance criteria

Related experience & work

Verification toolnegative-controlI designed deliberate code breaks, distinct verdicts and restoration rules to test whether a passing check actually catches an error. Creative productionA music filter that failed its testI compared a ranking script with my recorded listening judgments. It could not reliably predict my choices, so I revised the process.
Selected capability / Creative

Creative Direction & Experience Design

I define the intended feeling and experience, translate it into a usable brief, then compare, select and refine generated material in context.

  • Art direction
  • Visual specifications
  • Interaction design
  • Listening & selection

Related experience & work

Image productionFrom art direction to a specificationI defined character, proportion, pose and texture requirements, then used controlled comparisons to judge which checks were useful. Music productionA soundtrack for a shared worldI wrote the scene briefs, listened to generated versions, kept the feedback and selected the tracks for the game.

Selected work

Desktop application

AI Control Center

AI work moves through defined roles, verification and human approval, with evidence attached to the version checked.

My role

product rules, system architecture and verification design.

AICC / ROLE & RESPONSIBILITY01 — 04
Good work
needs a second look.
01 / PLANPlan02 / MAKEProduce03 / REVIEWCheck04 / DECIDEHuman decisionReturn to the producing role when revision is needed
Separate responsibilities / no self-verificationDesign illustration, not a product screenshot
SYSTEM DESIGNDesign illustration, not a product screenshot

Drag the image or swipe to explore the next work

Desktop application
View work
A note on how I work

Make the next decision clearer.

I start with the problem and the people involved. A workflow helps us agree on responsibilities; a prototype makes a trade-off tangible; an experiment tells us what to revisit. That habit connects my research training, product work and independent projects.

More about me & how I work →
Contact / CONTACT

Let’s talk aboutthe next opportunity.

Open to business systems, process automation and business analysis roles, in teams putting AI to work.

Email me
sean86711@gmail.com
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