Charlie Katerba
An in-progress website to share some personal and professional projects.
Personal Projects
Below you’ll find links to a few semi-silly personal projects. The less silly a project sounds, the higher probability it has of being incomplete.
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NW Montana avalanche forecast generator: Use Flathead Avalanche Center daily forecasts and National Avalanche Center tabular weather station data to train and deploy an ML-generated daily avalanche danger forecast. This might be useful for when the FAC is not providing daily forecasts and when a user is heading out before the FAC publishes its daily report.
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Montana scratch lotto web-scrape: Scrape the Montana state scratch lottery website with R to have STAT216 students calculate the expected value and standard deviation of the winnings for each ticket.
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Winter sports heat map: A color-coded heatmap of some some winter activities recorded in Strava. The map tile may not have updated
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Naive Wordle solver: Created when the game Wordle first started making waves. This solver simply makes a random guess for the first word, trims the dictionary using information from the first guess, then randomly picks another word and repeats until it guesses correctly.