Property Price Predictor & Description Generator

Web application to estimate rental prices based on property descriptions. Optimizes your listings with AI-generated summaries tailored for platforms like Zillow. We utilize scalable, event-driven architecture to train, infer, retrain our ML model using AWS serverless compute services.

Pipeline diagram:

Data Source:

https://archive.ics.uci.edu/dataset/555/apartment+for+rent+classified

Lambda:

1. create deployment package with dependencies

cd .venv/lib/python{version}/site-packages
zip -r9 ${OLDPWD}/my-deployment-package.zip .

2. add lambda handler and other files to zip

zip -g my-deployment-package.zip my_lambda_function.py

Contributors:

Hye Won Hwang (hyeniii) Sharika Mahadevan (sharika95m) Alejandra Lelo De Larrea Ibarra (AlejandraLLI)