Giving messy inputs a usable structure.
I often start with uncertain inputs: conversations, feedback, scattered information. The work is to give them a structure that people can inspect, question and use, without hiding the uncertainty underneath.
PRACTICE
Samuel Siu / Personal record
SamuelSiu.
Singapore / Applied AI & AnalyticsObjects, ideas,
and things in between.
Interactive music · Multiplayer games
AboutSamuel
Siu.
Singapore / Applied AI & AnalyticsA study of how I work.
Building the experience and the tools beneath it.
I work across the layers that shape a system: its interface, interaction, underlying logic and rendering. Prototypes and instrumentation help me see how those layers behave together, then refine the connections between them.
Make the system
legible.
Communication, planning, rendering, interaction.
Different scales; a recurring way of working.
Visualization unavailable
01 / System formation
02 / Across layers
Resume
Curriculum vitae / Personnel recordSamuel Siu
Education 2025 — 2028 · In progress
Nanyang Polytechnic
Diploma in Applied AI & Analytics
- Industry / Project work
- INSITEDecision-support platformEM Services × Quantified Energy
- Recognition
- Dell InnovateFest2nd Place · Microsoft Copilot AwardLUMI / Assistive communication
- Leadership
- Head of Origami DivisionSakuran Japanese Cultural Club
View fullResumePDF documentOpen
PDF / Opens in a new tab and downloads a copy
ContactCOMMUNICATION TOPOLOGY
A conversation.
The start of something.
Email
GitHub
LinkedIn
WORKSamuel Siu / 2026
Selected work
/Selected project
Staff-facing planning workspace connecting resident feedback, pedestrian-access analysis, evidence and versioned reports.
6 projects. One continuing practice.