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Full Stack / University Thesis

Real Estate Platform

Web platform for the real estate market developed as a university thesis project. Includes property management, geographic visualization and recommendation features.

Node.jsExpressMongoDBReactPythonMachine Learning

Overview

Web platform for the real estate market, developed as a university thesis project. Includes property management, geographic visualization, and recommendation features.

Problem

Creating a platform that combines property listings with geographic data and intelligent recommendations to help users find properties that match their preferences.

Solution

Built a full-stack application with Node.js backend, React frontend, MongoDB for data storage, and Python-based machine learning for property recommendations.

Main Features

  • Property listings and management
  • Geographic visualization with maps
  • Machine learning-based recommendations
  • Search and filtering
  • User authentication
  • Responsive design

My Contribution

  • Full-stack development
  • API design
  • Database schema design
  • Machine learning integration
  • Frontend implementation
  • Thesis documentation

Technologies

Node.js · Express · MongoDB · React · Python · Machine Learning