About
Recreationally
I'm a mathematician, pianist, programmer, backpacker, weightlifter, martial artist, speedcuber, wannabe philosopher...
Professionally
I studied theoretical mathematics in undergrad with a focus on real analysis, graduating with my Bachelor's from the University of Kentucky in 2019.
In 2021 I received my Master's in Finance from UK when I chose to leave a PhD program to pursue a job in trading.
From 2022 to 2024 I made markets in ETFs for a Chicago proprietary trading firm. Trading gave me the hands-on exposure to markets which I was looking for when I left academia. Market making was a blast - I liked the firm, and they treated me well.
In May 2024 I chose to leave trading in order to scratch the entrepreneurship itch and work as an independent developer. Through the beginning of 2025 I built web apps using Django, JavaScript, HTMX, and Bootstrap, with the goal of creating and marketing a SaaS product. This time has provided an awesome learning experience, both technically and personally.
Technical Skills
On GitHub as @alex-b1729.
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Python
- Statistics / ML: Pandas, NumPy, SciPy, Matplotlib, PyTorch, Jupyter Notebooks
- Natural Language Processing (NLP): Gensim, Natural Language Tool Kit (NLTK), spaCy
- Web apps: Django, Panel, Flask
- Database Management: SQLAlchemy, Psycopg
- Image processing: Pillow
- LLM: Ollama Python library
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Web
- Development: JavaScript, HTMX, Bootstrap/CSS, full-stack, Hugo & Jekyll
- Deployment: Netlify, Render, rsync
- Analytics: Plausible
- SQL: PostgreSQL, TimescaleDB, MS-SQL, SQLite
- CI/CD: Git, GitHub/Lab, Airflow
- Professional: Excel, VBA, Tableau
- Generative Art: p5.js, Pillow