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EdTech

Student Early-Warning Dashboard

Spot students at risk of falling behind from attendance and grades.

Advanced22h2–3 people17/20 fit
TL;DR

Build Student Early-Warning Dashboard for school counsellors in ~22h with 2–3 people. Stack: Python + Next.js + Postgres.

Why it wins: Data with care for students.

Build flow

01 · Problem
Struggling students are noticed too late.
02 · Solution
Combine attendance, grades and assignment data, flag trends with explanations and suggest check-ins, with privacy controls.
03 · Build
  1. 1Import data
  2. 2Compute trends
  3. 3Flag with reasons
  4. 4Dashboard
04 · Demo
Show a student flagged with reasons.

MVP checklist

  • Risk flags
  • Explanations
  • Check-in suggestions
  • Access controls

Tech stack

TechRole
PythonBackend / scripting
Next.jsFrontend + API routes
PostgresRelational database

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