Projects!

Cronicle is a system designed for gathering web articles, uploading them to the cloud, and generating curated emails using AI predictions. The project's workflow involves multiple stages: data collection with custom scrapers targeting selected websites; storage and preprocessing in the cloud; and finally, selection and delivery, with the option to drop in different NLP models for AI inference stage.

GetRec'd is a board game recommendation engine based on data scraped from BoardGameGeek, which is kind of like a wiki for board games. They have a comprehensive collection of first-party data and community-based metrics around games in the database, which made it a great source for feature engineering. After a collecting data and cleaning it, a K-Nearest Neighbors model is used to identify similar games based on distance in the vector space.