A Machine Learning Project implemented from scratch which involves web scraping, data engineering, exploratory data analysis and machine learning to predict housing prices in New York Tri-State Area.

An analysis of the housing and rent prices in the United States before and after the 2008 Housing Bubble.

A Machine Learning Project implemented from scratch which involves web scraping, data engineering, exploratory data analysis and machine learning to predict housing prices in New York Tri-State Area.

A Machine Learning Project implemented from scratch which involves web scraping, data engineering, exploratory data analysis and machine learning to predict housing prices in New York Tri-State Area.

real estate data extraction tool

Exploratory Data Analysis (EDA) of residential property listings across five major Jabodetabek cities—Jakarta, Depok, Tangerang, Bogor, and Bekasi. The project examines data quality, pricing patterns, property characteristics, market trends, and provides data-driven recommendations for business decisions, including branch expansion and investment p