Portfolio / AI PRODUCT ENGINEERING

SPARK / Youth IdeaLab
Learning shaped around the learner.

AI-powered personalized learning with adaptive paths, understanding checks, and human mentors.

Personalized learning platform
AI PRODUCT ENGINEERING
Human-ledoversight around personalized learning
01

The problem

Learners progress differently. Personalization needs context, while mentors and parents need a meaningful view of that progress.

02

The solution

A learning platform combines learner context, adaptive paths, AI-guided activities, and understanding checks with role-based access for the people supporting each learner.

03

Human controls

Human mentors and parent visibility keep people involved in the learning process. Role-based access separates learner and oversight experiences.

04

The outcome

A learning experience that brings AI personalization and human support into one product. Learning impact metrics have not been provided.

SYSTEM FLOW

How the pieces work together.

The core capabilities and review points, in order.

  1. 01Learner context
  2. 02Adaptive path
  3. 03AI-guided activity
  4. 04Understanding check
  5. 05Mentor + parent visibility

Building blocks

ClaudeSupabasePostgreSQLRole-based access

EXPLORE THE PRODUCT

See it live.

Product visuals on this page are identity illustrations, not product screenshots.

START A CONVERSATION

Let’s build what’s next.

Tell us what you want to improve or launch. We’ll come back with a clear, honest view of the best way forward.

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