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Aggregates content labels to user level. Project included filtering NSFW, grouping labels, and decaying. I designed and implemented. Batch feature was built with Airflow scheduler calling BigQuery scripts. Streaming feature was built with Flink. Further built User-to-Subreddit mapping using Annoy approximate nearest neighbors.
2021-2022LinkDesigned and implemented model to find best YouTube channels for a client, given URL and keywords for brand/campaign.
2018-2021LinkI wrote a program to easily train a continuous-state Mealy machine and perform inference with Monte Carlo simulations.
2024LinkProject Titan is a set of software I wrote to make predictions for sports. This is a large project with web scraping, modeling, and architecture components.
2023-2022LinkThis is a now-defunct website I’ve made to track predictions made for NHL games, by experts on the internet. The front-end is built with Angular, which uses a PHP handler to access the MySQL database, which gets populated with a library of Python scrapers.
2020LinkFor a project, I wanted to arrange data in a table-like, object, but with the requirement: Cells could depend on other cells, with the dependency being any function (to be provided). When I update the cells, I want the children to update as well. As well the data is dynamically saved and loaded, so that the entire table isn't held in memory at once. The link contains a description of the project and design decisions I made; it contains a link to the code on GitHub.
2019Link