To apply supervised and unsupervised learning models to job posting data to identify hidden semantic structure in tech-focused roles. My final project was a recommendation engine which works by extracting text from a resume to output a career focus/role suggestion. Check out the project site here.

Keyword and topic association, NLP classification (Latent Dirichlet Allocation), webscraping (Selenium)

Python (Scikit-learn, Statsmodels, Pandas, Selenium, SQLAlchemy