hi this is mavis hu, I integrate

Currently, leading AI product design & Strategy at Edtech startup

Learning Tree: Visualizing K3-K9 Mastery Paths

Learning Tree: Visualizing K3-K9 Mastery Paths

Designing a Hierarchical Progression System to Bridge Learning Gaps

Designing Prompt-Driven Rewards for K3-K9 Learners

Turning unique learner interests into dynamic, AI-generated rewards.

K3-K9 Interest-Driven Learning Ecosystem

FRom 0 to 1, build gen AI student experience from scratch

Gamified learning experience with badges

Brand Identity & Positioning

Teacher dashboard

Real-time tracking of learning milestones

TSMC technology selection

Due to the NDA, all content has been replaced with mock data

complex workflow for stakeholders

Due to the NDA, all content has been replaced with mock data

tsmc-online design system

Due to the NDA, all content has been replaced with mock data

learning tree for visualizing student progress

Designing a Hierarchical Progression System to Bridge Learning Gaps

Badge prompt generation

different types of prompting for various achievements 

Teacher dashboard

Real-time tracking of learning milestones

TSMC technology selection

Due to the NDA, all content has been replaced with mock data

complex workflow for stakeholders

Due to the NDA, all content has been replaced with mock data

tsmc-online design system

Due to the NDA, all content has been replaced with mock data

I am Mavis, a Lead Product Designer, AI-Powered Learning I lead the design of complex AI systems where learning science meets product strategy. With a track record in both B2B and B2C EdTech, I specialize in translating technical constraints into humane, intuitive experiences. My mission is to ensure AI enhances, rather than replaces, the human journey, bringing clarity to ambiguity and building scalable systems rooted in trust.

I am Mavis, a Lead Product Designer, AI-Powered Learning I lead the design of complex AI systems where learning science meets product strategy. With a track record in both B2B and B2C EdTech, I specialize in translating technical constraints into humane, intuitive experiences. My mission is to ensure AI enhances, rather than replaces, the human journey, bringing clarity to ambiguity and building scalable systems rooted in trust.

I am Mavis, a Lead Product Designer, AI-Powered Learning I lead the design of complex AI systems where learning science meets product strategy. With a track record in both B2B and B2C EdTech, I specialize in translating technical constraints into humane, intuitive experiences. My mission is to ensure AI enhances, rather than replaces, the human journey, bringing clarity to ambiguity and building scalable systems rooted in trust.

A thoughtful young person with dark hair gazes to the side, captured in soft black and white lighting.
A thoughtful young person with dark hair gazes to the side, captured in soft black and white lighting.
A thoughtful young person with dark hair gazes to the side, captured in soft black and white lighting.

why work with me

I bring clarity to complexity. My approach goes beyond pixels to the 'why' behind the prompt. I specialize in orchestrating the intersection of learning science and conversational AI, creating experiences that feel calm, intuitive, and deeply rooted in trust.

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When I'm Not Designing

Away from the screen, I’m an avid baker and an outdoor enthusiast. Whether I’m navigating a complex mountain trail or experimenting with new flavors in the oven, I love the process of creating something from scratch and the clarity that comes with a long day in nature.

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