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Systems thinking
Connect business rules, evidence, architecture and human control.
I build AI products with systems thinking, product creativity, and a considered visual experience.
NAJIA PAN
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Product creativity
Turn research and an independent point of view into working products.
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Design taste
Give the work a visual language that belongs to its experience.
With AI, I reach further.
Imagination gives possibility form; human judgment gives it direction.
Selected Works
BROWSE CHAPTERS & EXPLORATIONS01–03 / 05
ACT I / LEMON BOARD GAMESLemon.
Lemon.
A world worth playing.
A real shop, a visual identity and a connected customer–staff product.
- My role
- Co-owner / Product & visual direction
- Explore
- Brand · Product · Human–AI delivery
ACT II / UNSEENWhat lies
What lies
under the answer?
A decision and metacognition product, built around framing, evidence and human judgment.
- My role
- Independent product & system design
- Explore
- Research · Architecture · Evaluation
ACT III / AIGC · GRASPWho calls
ACT III / CHAPTER PREVIEWHUMANWho calls
the shot?
From director research and creative workflows to generation experiments, evaluation and human visual judgment.
LOCAL VISUAL DRAFT · REVIEWEnter Act III ↗AI
EVALJUDGMENT / CORRECTION
ACT IV / DELIVERY · LEARNING OSBack to
ACT IV / CHAPTER PREVIEWBack to
the world.
Return to Lemon’s delivery and operating constraints, and what changes in the next iteration.
LOCAL VISUAL DRAFT · REVIEWEnter Act IV ↗
BUILD / CHECK / ITERATEACT V / CHAINTHREAD
ACT V / CHAINTHREADWHATChainThread. Evidence, confirmed by a person.
An Ethereum research desk with explicit approval, human correction and revision history.
CHAINTHREAD · LOCAL DRAFTEnter Act V ↗COMES
NEXT?EVIDENCE FIRST / MUSE / FOODIES
Experiments & fragments
Choose fragments ↗
An independent ASCII project is in progress; selection follows completion.
About Me
I'm Najia, also known as Milky. My background spans statistics and film. I connect different ways of seeing, then turn ideas into things people can use and examine.
My work and learning span Chinese and English contexts. Lemon connects a physical business with a digital product. Unseen keeps me asking how AI can help people judge, not just answer.
PHOTO TRAIL / move across this sectionNine personal moments.
Have something
worth building?
I'd love to compare notes on AI products, systems, and the experience around them.