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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.
2021-2022LinkAggregated player data and joined with the marketing data from many sources and systems.
2016-2018LinkCovariates are user variables that we control for when analyzing impact of A/B tests. I identified impactful covariates and wrote script to compute these.
2021-2022LinkImplemented server for CRUD operations (and export/reverse) on a payment table.
2018-2021LinkProject 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.
2020LinkDesign database and background program for calculating and storing minesweeper probabilities. A heartbeat will load new work done by the background program.
2024Link