My Computer Science background gives me a strong set of fundamentals, and my experience at Codeup has given me the tools and skillset to gather insight and help your business overcome whatever challenges it may face.
Available Work Locations: Remote • San Antonio, TX
Core Technologies: Python, MySQL, Spark, Tableau, Pandas, NumPy, Matplotlib, Seaborn, SciKitLearn, Anaconda, Jupyter Notebooks, Git/GitHub
Core Competencies: Data Storytelling, Applied Statistics, Machine Learning, Natural Language Processing, Classification, Regression, Clustering, Time Series Analysis, Anomaly Detection
Hire Me Because
My Capstone Project: Michelin Guide
Developed a Natural Language Processing (NLP) model to determine the Michelin star rating of a restaurant based on other information pulled from their review. The data was captured using web scraping on the Michelin Guide website and was examined for predictors of the restaurants’ ratings, including word count, sentiment analysis, and a machine learning analysis of the review contents. The final model exceeded the baseline’s accuracy by 39% Environment – Python, Numpy, Pandas, Seaborn, Matplotlib, Natural Language Toolkit (nltk), scikit-learn