Practice Dojo
Practice Dojo explores a simple product idea: students need more than answers, they need a guided way to practice, notice gaps, and keep going with confidence.
My role
I shaped the learning flow, feedback moments, prompt direction, and product logic for AI-assisted question practice.
Value created
Practice Dojo creates a focused direction for learner-facing AI practice that can support tutoring instead of replacing the human learning relationship.
Case story
Problem
Static worksheets rarely respond to uncertainty. When students get stuck, they often need a clearer next question, a confidence check, or a way to explain what they think they understand.
Process
The concept organizes practice into small loops: attempt, reflect, receive a next prompt, and self-assess before moving forward.
Outcome
Practice Dojo creates a focused direction for learner-facing AI practice that can support tutoring instead of replacing the human learning relationship.
What I would improve next
Next I would test the smallest usable practice loop with learners and compare whether it improves confidence and follow-through against ordinary worksheets.
Process artifacts
Evidence of the thinking behind the work
Research framing
Static worksheets rarely respond to uncertainty. When students get stuck, they often need a clearer next question, a confidence check, or a way to explain what they think they understand.
Workflow sketch
The concept organizes practice into small loops: attempt, reflect, receive a next prompt, and self-assess before moving forward.
Design decision
Next I would test the smallest usable practice loop with learners and compare whether it improves confidence and follow-through against ordinary worksheets.
Gallery