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EdTech

EdTech personalization + analytics transformation

A learning platform rebuilt its core to deliver adaptive paths and real‑time dashboards. Completion rates jumped from 32% to 79% within 6 months.

+47%
Completion rate
3.2×
Engagement
-80%
Instructor time
+44
NPS
EdTech personalization + analytics transformation

Challenge

One‑size‑fits‑all content led to high drop‑offs and limited instructor visibility into student progress.

Solution

Adaptive learning engine with recommendation models, plus analytics dashboards for instructors and admins with at‑risk alerts.

Implementation Highlights

  • Unified event tracking + data pipelines
  • ML recommendation + knowledge graphs
  • Role‑based dashboards + LMS integrations

Outcomes

+47%
Completion rate
3.2×
Engagement
-80%
Instructor time
+44
NPS
Tech stack
PythonFastAPIKafkaReactD3.jsAWS
Timeline: 6 months
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