Projects
A curation of data science initiatives
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.
Forecasting Canadian Vehicle Sales
Using StatsCan data, STL decomposition and XGBoost, we forecast Canadian vehicle sales.
Walmart 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.
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.
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