Projects

A curation of data science initiatives

Postgres Python

Job Bank Database

To help with the job search, I created a Python script to scrape job postings from corporate websites and stored that data in a Postgres database.

Gemma FAISS

In Demand Job Skills

Determining the most sought after job skills, based on job postings, by utilizing Google's Gemma4 model to extract job skill keywords and then applying FAISS (Facebook AI Similarity Search) to cluster the job skill keywords together.

code

Pandas K-Means Clustering

Customer Segmentation

Using a dataset provided by Walmart of purchase data from an unidentified store, we can create different customer profiles based on the customer purchase data.

deployed_code