Recent completed works
Data Skills Analysis
An analysis of jobs in the Philippine data industry to see which skills and job segments are in-demand by companies. Main techniques used web scraping and dimensionality reduction for textual data.
TextBlob Sentiment Analysis
Creating a sentiment classification model with the TextBlob library and without a library – a comparative analysis. Main model used was the Naive Bayes model.
Movie Recommender
Creating a movie recommender system using Rotten Tomatoes scraped movies data, and Information Retrieval methodologies.