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Blight Predictor

Winner of the Memphis City Hackathon 2025 in the Blight Data Analytics Category

Live Deployment

https://blight-predictor.vercel.app/

About

This project is a comprehensive blight prediction system for Memphis, Tennessee. Using advanced data analytics and algorithms, we help city staff and community members prioritize properties for blight mitigation efforts.

Team

Karti Bomb

  • GitHub: Karti Bomb
  • School: Rhodes College
  • Major: Computer Science, Math, Economics
  • Year: 2027

Jack Seigerman

  • GitHub: Jack Seigerman
  • School: Rhodes College
  • Major: Computer Science
  • Year: 2026

Nima Aflaki

  • GitHub: Nima Aflaki
  • School: University of Memphis
  • Major: Biomedical Engineering
  • Year: 2027

Hackathon

This project was created during the Memphis City Hackathon 2025.

Features

  • Interactive map visualization of blight risk areas
  • Data-driven predictions using multiple data sources
  • User-friendly interface for city staff and community members
  • Comprehensive analytics and reporting

Tech Stack

  • React
  • Mapbox GL JS
  • Pandas, and NumPy

Data Sources

  • 3 different data sources
  • 30,604 data entries
  • 4,853 properties analyzed

Mission

Empowering Memphis with advanced data analysis to prioritize properties for blight mitigation efforts, turning disconnected events into early warnings and actionable priorities.

About

Winner of the Memphis City Hackathon 2025 in the Blight Data Analytics Category

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