nourrajhii/Esprit-PI-4DS10-2025-2026-NeuroNova

Developed at Esprit School of Engineering – Tunisia | Academic Year 2025–2026 | EstateMind: Tunisian Real Estate Intelligence Platform | Technologies: Python 3.11, FastAPI, Streamlit, Angular, Three.js, Babylon.js, Mapbox GL JS, Leaflet.js, PowerBI, Docker, Elasticsearch # PI_DS_EstateMind EstateMind – Tunisian Real Estate Intelligence Platform ## Overview This project was developed as part of the PI – Data Science Program at Esprit School of Engineering (Academic Year 2025–2026). EstateMind is an AI-powered platform for the Tunisian real estate market, combining automated data collection, price prediction, legal assistance, 3D property visualization, and intelligent advisory agents into a unified intelligent system. ## Features ***AI Scraping Agent*** — Automated collection, deduplication, and enrichment of real estate listings from multiple Tunisian platforms ***Price & Investment Analytics*** — ML-based price prediction, zone segmentation, anomaly detection, fraud detection, and ROI estimation ***Legal Assistance Chatbot*** — RAG-based agent answering questions on Tunisian real estate law ***3D Property Visualization*** — AI-generated 3D property models with interactive city map and district simulation ***Construction Materials Estimator Agent*** — AI agent providing automated devis and cost estimation for construction materials based on property specs ***Real Estate Advisor Agent*** — Intelligent conversational agent offering personalized real estate recommendations and investment guidance ***Market Forecasting Agent*** — Time-series analysis agent for real estate market trend forecasting and future price estimation (ARIMA / Prophet / LSTM) ***Dashboards & Reporting*** — KPIs, market analysis, investment recommendations, and monitoring alerts ## Tech Stack ### Frontend *Main web interface* : React.js *3D property visualization* : Three.js / Babylon.js *Interactive city maps & districts* : Mapbox GL JS / Leaflet.js *BI dashboards & KPI reporting* : PowerBI ### Backend *Primary language* : Python 3.11 *REST API backend* : FastAPI *Web scraping agent* : BeautifulSoup · GoogleSearch *ML models* : scikit-learn / XGBoost *Time-series forecasting* : Prophet / ARIMA / LSTM *RAG framework for legal chatbot* : Lan …