Millie
A proactive companion agent for people who struggle to get started.
Product design & development · Team projectIncludAI · IncludEDU & Stanford NNEA
Neurodivergent Innovator Award · $500
Behind the project
Original team cover · August 2026 · Artwork by a teammate
What if the learner didn’t have to start first?
The starting point
The homework is open, but the first move still feels far away. Millie explores how a study companion might make that moment easier to enter.
What we made
A mobile-first prototype where an AI buddy begins a piece of real homework, gets stuck at one useful point, and invites the learner to help.
My part
I led the product direction, interviews, interaction and journey design, and prototype development across frontend and backend. I also coordinated the team. The character and cover artwork were created by a teammate.
What came out of it
A working prototype, prototype testing with six participants, and a Neurodivergent Innovator Award at IncludAI. Long-term learning outcomes remain untested.



