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James's Projects

electric-brew icon electric-brew

A series of simple-to-advanced analyses on energy usage (kWh) and operational costs for Austin Street Brewery, spearheaded by a collaboration with NEEFC.

project-derailleur icon project-derailleur

Shifts gears through various data science techniques to analyze and visualize bike sharing trends, using the UCI Bike Sharing Dataset.

project-gambit icon project-gambit

A chess analytics project using linear algebra and graph theory to enhance game analysis. It identifies key decision points and suggests superior alternatives through a directed search algorithm using centipawn values.

project-mittens icon project-mittens

An academic project exploring the impact of chess bots on player performance and Elo ratings, including a paper, visualizations, and data analysis.

project-scotch icon project-scotch

A chess analytics tool that compares user-submitted games to a database of GM games, helping users learn stronger continuations by studying closest matches.

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