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Real Estate Price Predictor
Predictive Analytics & Regression Modeling
Full Preview (800x600)
Technologies & Tools Used
Python
Pandas
Scikit-Learn
Flask
The Challenge & Problem Statement
Core problem we set out to resolve
Built a machine learning pipeline utilizing Random Forest Regression and Linear Regression to forecast property pricing.
The Engineered Solution & Implementation
Architecture, code design, and integration
Wrapped with a Flask REST API and web frontend for user property input parameters.
Clean architecture & modular state management
Secure REST APIs & cloud sync endpoints
High-performance UI & smooth 60fps animations
Cross-platform compatibility & SEO readiness
Key Outcomes & Business Impact
Measurable results delivered to client
Built a machine learning pipeline utilizing Random Forest Regression and Linear Regression to forecast property pricing.
