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Hello There! ✋

Welcome to my GitHub profile. Here you can see many of the projects I am involved in or have worked on in the past.

About

I am a software engineer, data/machine-learning specialist, mathematician, and all-around nerd. My formal background is in advanced theoretical mathematics and computer science, and I have extensive experience with many programming languages, and their associated ecosystems of tools, such as Python, R, SQL, Lua, and Rust, to name a few.

But, what I am best at is learning, and as a nice corollary, I happen to also be a pretty good teacher. I am quite good at picking up new material and quickly familiarizing myself, to the point of being capable of implementing that material in meaningful ways in other projects, even if it doesn't seem initially related.

What I am passionate about is helping the human race to foster a healthy relationship with our planet, all lifeforms, and the impressive cultural milestones that we have managed to achieve, against all cosmic odds. I believe in a doctrine of live and let live, because as far as any of us can tell with some degree of certainty, our lives are the only shot we are given to explore and understand what exactly it means to be human, in all our different--beautiful--forms.

Contact

Email is my preferred method of contact. If you are interested in working with me, or maybe just hearing what I have to say, feel free to reach out.

Projects in Progress

Bailey Bjornstad's Projects

audio-feature-extraction icon audio-feature-extraction

A repository holding my personal implementations of audio feature extraction for environmental and musical auditory analysis and classification.

bbjornstad icon bbjornstad

Bailey Bjornstad, Data Engineering | Business Intelligence Analytics

concrete-strength-regression icon concrete-strength-regression

A repository to hold my implementation of a regression model of concrete strength, with data taken from https://www.kaggle.com/maajdl/yeh-concret-data/

cta-sonified icon cta-sonified

A project aiming to sonify the ride data publicly available from the CTA in Chicago

londonfog-kde icon londonfog-kde

A KDE-specific fork of the catppuccin pastel theme set with more grey and less purple tint.

mathematicalfragility icon mathematicalfragility

A repository for a research project studying a new mathematically rigorous conception of fragility via methods from Stochastic Analysis (specifically Random Walks)

nightowl.nvim icon nightowl.nvim

Soulbonding with Neovim---like an owl. A maximalist neovim configuration, designed for personal use and curious explorations.

predicting-pulsars icon predicting-pulsars

A repository holding my work on pulsar prediction and classification, from Kaggle at https://www.kaggle.com/pavanraj159/predicting-a-pulsar-star.

sea-ice-prediction icon sea-ice-prediction

My project on the prediction of future concentration images of polar sea ice given data from the NSIDC

spotify-genre-detection icon spotify-genre-detection

A repository that holds my Python implementation of the following Kaggle dataset: https://www.kaggle.com/zaheenhamidani/ultimate-spotify-tracks-db

zola-theme-termigawa icon zola-theme-termigawa

A simple, minimal retro theme for Zola, based on pawroman/zola-theme-terminimal, turned down just a few notches.

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