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AI & Personalization
AI-Powered Support
Personalized Tasks
Mobile Advocacy
Decision Intelligence
Personalization GEM
Systems That Scale
Enabling Authoring
Formative AI
Navigation Update
Systems Design GEM
Designing Community
Content Architecture
About Me
Personalized Tasks

We designed an integrated task scheduler to support students struggling with planning and follow-through—especially those facing executive function challenges. Built for platform-scale deployment, it laid the groundwork for momentum-driven tools in the next-gen learning experience.

Three mobile screenshots showing a smart task scheduling interface with course checklists, due dates, and calendar integration.

A space for users to manage their learning tasks and create new ones. They could monitor their progress and set reminders directly in the learning app to entice them back to their studies later.

Transform study plans into smarter scheduling.
Situation

Our research showed that many students were falling behind—not because of a lack of motivation, but because the platform didn’t support how they actually work. Students with executive functioning barriers struggled with planning, prioritization, and follow-through. Some used external tools, but nothing really fit the flow of online learning.

Task (Lead Ux Designer)

I led UX design for a personalized scheduling tool that supports students with low time/energy, high distractibility, or planning difficulties—barriers identified through GEM research and reinforced by follow-up survey data. I collaborated with a team to design an integrated task scheduler that aligned with user needs.

Action

We defined core features that matched real study behavior: task status, flexible views (3-day, 7-day, monthly), due dates, time estimates, tags, reminders, and mobile-first functionality. I created wireframes and interaction models that made planning feel approachable—even for overwhelmed students. We tested early concepts to gather insights that fed directly into planning the next-generation learning experience.

Laptop screen showing a timeline view of student tasks in a scheduling interface. A popup window allows users to create a new task for “Course 2,” select a color tag, and set a due date using a calendar picker.

Timeline view where learners can see all of their courses and projects progress in one place as a Gantt chart.

Result

The scheduler addressed a key student need identified in GEM: scaffolding decision-making when cognitive resources are low. It helped students feel more in control, lowered barriers to planning, and laid the foundation for deeper personalization across the platform.

Laptop displaying a three-day column layout of tasks, organized by due date. Each column contains color-coded blocks labeled “Task Title,” visually stacked to represent time slots and workload distribution.

Three day view where learners can see their tasks by date, time, duration, and category.

One day view where learners can focus on the tasks for one day at a time,

Laptop showing a task list view grouped by course. Each section includes a course name, number of overdue and completed tasks, and detailed task rows with placeholder text and color-coded due dates.

Due date view where learners can view their task details within their course list by due date.

AI Assisted task scheduling and reminders were also considered for future discovery.

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