Author: (EJ) Vivek Pandey
LilHomie is a rapid prototyping project that aims to generate housing appraisals to determine values of properties in the New York Tri-state Area.
This repository contains all the associated work that has been done for the area which includes:
- Web Crawler to gather housing data
- Notebooks associated with data engineering, EDA, and ML Modeling
- Serverless API setup to make predictions off the serialized models
- Web App
- Adding support to crawl and extract through remaining 3 property page formats in Trulia
- Spiders in Web Crawler to extract data from Zillow
- Speeding up the crawler with distributed spiders
- Feeding the ML model with data of properties across the US and making necessary adjustments based on new results, instead of the tri-states properties it is limited to (but this requires the above three enhancements to be done first)
Email the author at anton.503.overload@gmail.com