Wainlab®
2026Product · AI

Mindform

The interface layer for AI: the surface where a model stops being an API call and becomes something a person can actually work with.

Client
Mindform
Year
2026
Services
Product UI, AI interaction design, React, TypeScript
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The work

The challenge

AI products fail at the interface, not the model. The output arrives as a wall of text, the user cannot steer it, and nothing about the screen tells them what the system is capable of.

My approach

I work on the product's interface layer as a software engineer, in a team split between France and Shanghai. The focus is on making model behaviour legible: clear states while the system thinks, controls that let the user redirect it, and an interface that stays fast under streaming output.

Software engineerRole
France · ShanghaiTeam
AI interface layerFocus
Next projectBebify
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