Projects & Writing
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Attention and the Transformer
I recently gave a technical talk on attention and transformers – here are my notes.
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What can you find by webscraping job posts on LinkedIn?
I’ve been scraping LinkedIn for a while to generate summaries of high level job stats in the tech ecosystem.
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Frontend Crashcourse
Notes for an intro lecture I gave on HTML, CSS, Javascript, and Bootstrap
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Correctional Facilities in the US [map]
Pictured: Most correctional facilities in the United States, from county jails to federal prisons. There are thousands.
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Setting up Python and Jupyter for your First Machine Learning Environment
Want to install Python and build an environment for working with data? You’ve come to the right place!
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Scikid Learn: My EdTech App (Presented at KDD, Anchorage)
An open-source education tool for individualized student feedback. Presented at KDD 2019 with accompanying paper
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Berkeley Fruits and Vegetables [map]
Pictured: Fruits and vegetables in Berkeley and Albany -- zoom out for full view!