Projects
Play Treegram today!
A new and not-very-fun word game with binary trees! Also, an introductory group-theory nerd snipe.
Stack: Python, HTML/CSS/JavaScript
Temporal Structure in the Yeast Transcriptome
Uncovering genetic and temporal clusters in a time-series of RNA transcriptomic data generated by a yeast metabolic cycle.
Stack: Python, scikit-learn, hmmlearn, UMAP
Go With The Flow
Optimizing the racing route for the annual M&M 100 miler sailing race (42 miles)
Stack: Python, Julia (JuMP/IPOPT), SciPy
Modeling Yeast Spread
Modeling the microbiological world of bread yeast with compartmental models.
Stack: Python, Jupyter Notebooks
Wild Card Weighting
Training Random Forest and XGBoost models on a decade of MLB game logs to test whether wild card teams have a real postseason edge.
Stack: Python, pandas, scikit-learn, XGBoost
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