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.

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

real estate data extraction tool

HomeVista Chennai Housing Price Analytics Dashboard built using Excel, SQL, Power BI, Python and Streamlit to analyze property prices, location trends, luxury housing distribution, and real-estate market insights across Chennai.