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1. Curveball-Swing-and-Miss Curveball-Swing-and-Miss Public

   Create a model to evaluate pitcher’s ability to generate swing and miss(whiff) with curveballs.

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2. First-Time-Eligible-Arbitration-Salary-Prediction First-Time-Eligible-Arbitration-Salary-Prediction Public

   Modelling the relationship between a player’s first-time eligible arbitration salary and multiple variables.

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3. Pitch-Type-Prediction Pitch-Type-Prediction Public

   In this research I worked with a subset of pitch-level data. The goal was to develop a framework capable of predicting pitch types. The pitch types include Fastball , Curveball, Slider and Changeup.

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4. Building-Individually-Targeted-Improvement-Plan-for-Hitters Building-Individually-Targeted-Improvement-Plan-for-Hitters Public

   Group players according to their swing mechanism using Blast data from practice. Then build individually targeted improvement plans for all groups of hitters by looking at their Trackman data from …

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