sameer-patel-dev/MCDA-Hackathon-SouthWest-Properties

SW Estate 360 | Hackathon Submission for SouthWest Properties

SW Estate 360 is a centralized platform designed to transform the way rental forecasts and property insights are managed. It features automated scrapers and crawlers for real-time data collection, coupled with a dynamic dashboard that provides immediate insights. The platform also includes a sophisticated rental forecasting model, along with alerts for upcoming projects, making it an essential tool for investors and property managers. We also have Inhouse developed APIs which will help you calculate walk, transit and bike scores of properties.

Explore our platform: SW Estate 360

Technology Stack

• ReactJS
• Flask
• Tableau
• AWS RDS MySQL
• AWS S3
• AWS EC2

Product Features

Automated Data Collection

• API Scraping
• Web Scraping
• Web Crawling

Real-Time Dashboards

• Overview Dashboard
• Listings Dashboard
• Competitor Analysis Dashboard
• Parking Dashboard
• Upcoming Project Dashboard

Insightful Rental Forecast

• Fine-Tuned XGBoost Model

In-House Developed APIs

• Walk Score Metric Calculation
• Transit Score Metric Calculation
• Bike Score Metric Calculation

Builder Upcoming Projects

• Daily Mail Alerts

Product Architecture

Model Results

Feature's UI

Contributors

• Neeyati Mehta
• Kritika Koirala
• Jerry Caleb
• Zaid Shaikh
• Sameer Patel