Problem
Student support teams often have the right data but lack a fast, consistent way to see which learners need attention and why.
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Pass or Fail
A student-success platform that turns academic signals into clear, timely intervention guidance.
Overview
Pass or Fail helps educators understand student risk earlier by bringing attendance, assignments, grades, and recent performance trends into one clear view.
I designed the experience around fast, explainable decisions: review the student population, evaluate the academic signals behind a prediction, and move from risk insight to informed support.
Screenshots
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I created a focused workflow that turns everyday academic signals into understandable risk predictions, supporting evidence, and practical intervention guidance.
Outcome
- ✓ Centralized student risk signals
- ✓ Made intervention needs easier to prioritize
- ✓ Turned prediction results into actionable support steps
Key Features
Student Overview
Surfaces risk levels, cohort distribution, and trends at a glance.
Risk Prediction
Turns academic inputs into a clear, understandable passing-risk result.
Academic Signals
Brings attendance, assignments, grades, and missing work into one evaluation.
Explainable Results
Shows the factors that most influenced each prediction.
Intervention Guidance
Connects risk insights to timely, learner-centered support.
Progress Tracking
Helps teams follow patterns across students and reporting periods.
Tech Stack
AIPredictive AnalyticsEducation TechnologyData Visualization
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Turn student signals into timely support.
Explore how Pass or Fail makes academic risk easier to understand and act on.