TAI: You Learning Agent

TAI: You Learning Agent

TAI: You Learning Agent

03
TAI
UX Design
UX Design
AI Product
AI Product
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Intro

I worked with the Teaching Assistant Intelligence (TAI) team, a cross-functional research and product group at UC Berkeley’s Vive Center, focused on creating AI-powered tools to transform how students learn in large STEM classes. On this project, I collaborated with two other UI/UX designers, two product managers, and a team of five to ten engineers. I was responsible for the redefining the new user flow for the up-coming version, refine key features such as note, knowledge base, and file/video chat functions.

I worked with the Teaching Assistant Intelligence (TAI) team, a cross-functional research and product group at UC Berkeley’s Vive Center, focused on creating AI-powered tools to transform how students learn in large STEM classes. On this project, I collaborated with two other UI/UX designers, two product managers, and a team of five to ten engineers. I was responsible for the redefining the new user flow for the up-coming version, refine key features such as note, knowledge base, and file/video chat functions.

MVP

Large STEM classes at Berkeley face three major pain points:

Large STEM classes at Berkeley face three major pain points:

Large STEM classes at Berkeley face three major pain points:

Lecture recordings are automatically broken down into meaningful segments, each paired with its transcript. Students can skim through the chaptered timeline or click on transcript sections to jump to specific moments, making long videos searchable and digestible.

Lecture recordings are automatically broken down into meaningful segments, each paired with its transcript. Students can skim through the chaptered timeline or click on transcript sections to jump to specific moments, making long videos searchable and digestible.

Lecture recordings are automatically broken down into meaningful segments, each paired with its transcript. Students can skim through the chaptered timeline or click on transcript sections to jump to specific moments, making long videos searchable and digestible.

The Problem

Personalized, course-specific teaching assistant that supports students throughout their learning process

Personalized, course-specific teaching assistant that supports students throughout their learning process

Personalized, course-specific teaching assistant that supports students throughout their learning process

Hinge is a dating app focuses on fostering more meaningful connections.


The Windshield Wiper is an animated short film that portraits various form of social love in all walks of life and places.

❌ Limited personalized attention: Office hours are overcrowded and intimidating.

🧩 Fragmented learning materials: Lecture slides, past exams, labs, and readings are scattered across different platforms, making it hard to study systematically.

🤖 Generic AI isn’t enough: Tools like ChatGPT can’t provide course-specific, reliable answers — leading to frustration or misinformation.

👉 This leads to students relying on guesswork, overloading TAs with repetitive questions, and missing deep conceptual understanding

Intertwining storylines

  • The Windshield Wiper is a montage-style film with multiple storylines mixed together.


  • Sleep No More is a multi-story, immersive set. Audiences can follow any performer and uncover different aspects of the narrative as they explore.

Unexpected encounters

  • The Windshield Wiper conveys that love is the secret society that can happen anywhere.


  • Sleep No More encourages the audiences to explore the various rooms, open drawers, read letters, and interact with the set and props. This hands-on exploration can lead to unexpected discoveries and encounters.

Active participation

  • The Windshield Wiper portrays the stories of all walks of life in ordinary settings. It could be the story of anyone.


  • Sleep No More encourages the audiences to become active participants in the show. Performers are trained to engage with the audience.

Step-by-Step Guided Setup Wizard

Introduces a wizard to guide users through the setup process in the correct sequence.


Uncertainty on Setup Process

Uncertainty about where to start in the provisioning portal, but not following an optimal setup sequence can lead to additional manual work.

Optimized Workflow Logic

Create template users to apply pre-configured settings to multiple devices, saving time on recurring setups.

  • Use cloning features to replicate configurations from an existing user or device, ensuring consistency across teams.

  • Batch configure multiple devices at once, reducing repetitive manual steps while retaining flexibility for unique needs.


Tedious Manual Work

The previous provisioning process required users to manually configure each device one by one, a time-consuming and error-prone approach.