Austin Fischer's repositories
rps-ai
A full stack python Flask artificial intelligence project capable of beating the human user in Rock Paper Scissors over 60% of the time using a custom scoring system to ensemble six models (naïve logic-based, decision tree, neural network) trained on both game-level and stored historical data in AWS RDS Cloud SQL database.
Solar-Power-Generation
A full-stack webapp project the predicts the amount of solar power generated in environmental conditions specified by the user
Big-Tech-Hearing
A project analyzing quantitative statistics from the house judiciary committee's Big Tech hearing in July 2020
gnothi
Personal journal that uses AI to give insights and resources.
Guitar-Chords
A project I did when I was learning python, to aide a new guitar player with learning chords. It names major triad guitar chords, generates any requested chord, and even creates a four chord progression given a key.
hosteldatafrontend
A simple Django UI to search and serve data from a web-hosted API I created to access a manually compiled database of hostels around the world. Option included to download results as a CSV.
lowest-rated-garages
An app to access Yelp's API and return the lowest rated parking lots in a given location
nlp-notebooks
A collection of notebooks for Natural Language Processing from NLP Town
UNData
A project analyzing various data on countries from the UN
University-vs.-Non-University-Towns-Housing-Index-in-Recession
This is a project I completed aiming to model the differences between the effects of recession on the housing market in university towns and non-university towns.