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Disease Outbreak Prediction

Built a machine learning pipeline trained on health datasets to predict diabetes risk and flag potential disease outbreak patterns, with a reporting dashboard.

PROBLEM

Health researchers needed a way to flag diabetes risk and outbreak patterns from existing datasets, not another slide of theory.

SOLUTION

A scikit-learn pipeline on health data, plus a reporting dashboard for predictions and outbreak flags.

OUTCOME

A working prediction and reporting loop researchers can run on their data instead of a notebook-only prototype.

KEY FEATURES

  • Health dataset pipelines
  • Diabetes risk prediction
  • Outbreak pattern reporting

TECHNOLOGY

PythonScikit-learnPandas
14 Screens Mobile Health
Disease Outbreak Prediction screen 1
Screen 01

Disease Outbreak Prediction — View 1

Part of the ai solutions flow, built to keep the experience fast, clear, and consistent with the rest of the product.

  • Mobile-first layout
  • Health
Disease Outbreak Prediction screen 2
Screen 02

Disease Outbreak Prediction — View 2

Part of the ai solutions flow, built to keep the experience fast, clear, and consistent with the rest of the product.

  • Mobile-first layout
  • Health
Disease Outbreak Prediction screen 3
Screen 03

Disease Outbreak Prediction — View 3

Part of the ai solutions flow, built to keep the experience fast, clear, and consistent with the rest of the product.

  • Mobile-first layout
  • Health
Disease Outbreak Prediction screen 4
Screen 04

Disease Outbreak Prediction — View 4

Part of the ai solutions flow, built to keep the experience fast, clear, and consistent with the rest of the product.

  • Mobile-first layout
  • Health
Disease Outbreak Prediction screen 5
Screen 05

Disease Outbreak Prediction — View 5

Part of the ai solutions flow, built to keep the experience fast, clear, and consistent with the rest of the product.

  • Mobile-first layout
  • Health
Disease Outbreak Prediction screen 6
Screen 06

Disease Outbreak Prediction — View 6

Part of the ai solutions flow, built to keep the experience fast, clear, and consistent with the rest of the product.

  • Mobile-first layout
  • Health
Disease Outbreak Prediction screen 7
Screen 07

Disease Outbreak Prediction — View 7

Part of the ai solutions flow, built to keep the experience fast, clear, and consistent with the rest of the product.

  • Mobile-first layout
  • Health
Disease Outbreak Prediction screen 8
Screen 08

Disease Outbreak Prediction — View 8

Part of the ai solutions flow, built to keep the experience fast, clear, and consistent with the rest of the product.

  • Mobile-first layout
  • Health
Disease Outbreak Prediction screen 9
Screen 09

Disease Outbreak Prediction — View 9

Part of the ai solutions flow, built to keep the experience fast, clear, and consistent with the rest of the product.

  • Mobile-first layout
  • Health
Disease Outbreak Prediction screen 10
Screen 10

Disease Outbreak Prediction — View 10

Part of the ai solutions flow, built to keep the experience fast, clear, and consistent with the rest of the product.

  • Mobile-first layout
  • Health
Disease Outbreak Prediction screen 11
Screen 11

Disease Outbreak Prediction — View 11

Part of the ai solutions flow, built to keep the experience fast, clear, and consistent with the rest of the product.

  • Mobile-first layout
  • Health
Disease Outbreak Prediction screen 12
Screen 12

Disease Outbreak Prediction — View 12

Part of the ai solutions flow, built to keep the experience fast, clear, and consistent with the rest of the product.

  • Mobile-first layout
  • Health
Disease Outbreak Prediction screen 13
Screen 13

Disease Outbreak Prediction — View 13

Part of the ai solutions flow, built to keep the experience fast, clear, and consistent with the rest of the product.

  • Mobile-first layout
  • Health
Disease Outbreak Prediction screen 14
Screen 14

Disease Outbreak Prediction — View 14

Part of the ai solutions flow, built to keep the experience fast, clear, and consistent with the rest of the product.

  • Mobile-first layout
  • Health

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