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Hi, I'm Shane πŸ‘¨πŸ»β€πŸ’»

Data Engineering | Backend Development | Data Science

I'm a Computer Science student at the University of New Hampshire focused on data science, machine learning, and data engineering. My work includes building ETL pipelines and creating user-facing web applications. I'm currently working on expanding features for QuantScope, learning about Bellman operators and reinforcement learning, and looking to collaborate on open-source web applications and data engineering projects.

Skills & Technologies

Category Key Technologies
Data & ML Pandas Polars NumPy scikit-learn PyTorch
Backend & Web FastAPI Django Pydantic Docker
Data Orchestration & DB Dagster DuckDB PostgreSQL SQL SQLAlchemy
Testing & Scraping pytest BeautifulSoup Selenium

Key Projects

  • QuantScope: A website utilizing Django, PostgreSQL, Polars, and Cloudflare to offer advanced stock screening with 1,000+ query combinations.
  • Automated Finance Pipelines: Daily scheduled ETL workflows for ingesting, transforming, and modeling financial and economic time-series data.

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