property-valuation

AI and API powered property and land intelligence toolkit for the Netherlands - enriches addresses with cadastral, demographic, environmental, and market data from 35+ APIs to generate comprehensive property profiles and ESG/investment scores.

B2B SaaS Property Valuation & Drift Detection Platform for Indian Banks

Smart property valuation system using XGBoost machine learning for accurate house price predictions based on 13 real estate features

Verified UYAP auction data and official indicators for Turkish property valuation, with an interactive appraisal-to-sale atlas.

12-factor property valuation engine for real estate investment analysis — Python, Pandas, scikit-learn

AI-powered property valuation & investment analysis for Surat, Gujarat — SNTL84 Framework | Claude Code 4-Layer Architecture

This project involves creating a database in Oracle Database of 1,000 properties in Northampton County, Pennsylvania. Using Oracle SQL Developer, various SQL queries were executed to analyze the data, focusing on sales number fluctuations over the years, the effectiveness of the county's valuation process, etc.

A comprehensive web application for searching and viewing property tax assessment information for the City of Boston. The application provides an intuitive interface for residents to look up property details, assessment values, tax calculations, exemptions, and historical data.

Create/manage valuation reports and more with ValuatorX. Made for Samanto Associates Pvt. Ltd.

Predictive analytics dashboard for exploring housing data and estimating property prices with Python, Streamlit and machine learning.

ML-powered Gurugram real estate valuation and analytics platform. Features an optimized Random Forest price regressor (R² = 0.87, ±0.22 Cr range), sector-level spatial mapping, and hybrid similarity recommendations. Containerized with Docker and served via FastAPI and Streamlit.

Commercial Real Estate Value Analysis & Prediction - ML models achieving 92.46% ROC-AUC for value decline classification and 98.75% R² for property valuation using Philadelphia's 74,550 commercial properties ($83.7B market). Includes COVID-19 impact analysis.

Interactive Tableau dashboard analyzing Boston's 2023 property assessments with 180K+ records. Features geospatial mapping, land use distribution analysis, building structure insights, and property value correlations across neighborhoods for real estate professionals and urban planners.

Residential property price intelligence for Indian cities — gradient-boosted valuation model with an in-browser estimator, leak-free CV benchmarks against the agent rule-of-thumb, and a city-pluggable pipeline

AI-powered industrial property valuation platform for India. Instant market estimates with Gemini AI, GPS capture, site photo analysis, and neighborhood intelligence for Nashik, Mumbai & Pune.

Real estate property valuation using PySpark and ensemble machine learning models. Implemented XGBoost and Bagging from scratch to predict property prices with high accuracy using cleaned Dubai Land Department data.

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ML-powered property intelligence platform for valuation, locality scoring, growth analysis, negotiation signals, and recommendations.

An AI-powered California property valuation engine utilizing a multi-variable Linear Regression model, built with Streamlit, Pandas, and Scikit-Learn.

REST API for property valuation and market intelligence — FastAPI, PostgreSQL, Docker