Banks Totten
Chapel Hill,NC
Summary
Driven baseball analyst with experience collaborating with coaches and players in a premier Division I program. Adept at consistently delivering assignments punctually and conceptualizing impactful projects for successful implementation.
Overview
2
2
years of professional experience
Work History
Project Lead
University Of North Carolina Baseball Analyst Team
2023.05 - Current
- Led a team of analysts that executed tasks based on requests from the coaching staff.
- Oversaw the development of our team's Deception+ model that grades our pitchers based on the movement deception of their arsenal.
- Created fastball shape reports for our coaching staff that provided recommendations based on a pitcher's performance and biomechanics.
- Generated weekly performance reports for the baseball team's pitching staff, providing a user-friendly, data-driven summary of their performance.
Grounds Crew Worker
Asheville Tourists Minor League Baseball
2023.05 - 2023.08
- Maintained field condition with daily repairs of pitching mounds, home plate, and infield grass.
- Assisted coaches in their daily practice routine.
- Maintained grounds by trimming, weeding, and general clean-up, as well as painting logos, batters boxes, running lines, etc.
Data Analyst
University of North Carolina Baseball Data Analyst Team
2022.08 - 2023.05
- Collaborated with coaches and players to create in-game data-based strategies.
- Assisted in the creation of our team's Stuff+ model.
- Created a pitch tagging machine learning algorithm based on multi-dimensional k-nearest neighbors.
- Gained experience working with R, Python, and Trackman technology.
Sports Analytics Forum Founder
North Carolina School Of Science And Mathematics
2021.12 - 2022.05
- Established a forum for fellow students, which taught members how to design a predictive sports algorithm.
- Designed a curriculum that taught python, grouping algorithms, and multi-linear regression.
- Culminated with each student implementing and presenting their working and back-tested model.
Education
Bachelor of Science - Statistics and Computer Science
University of North Carolina At Chapel Hill
Chapel Hill, NC05.2026
High School Diploma -
North Carolina School of Science And Mathematics
Durham, NC05.2022
Skills
- Project Management
- Quality Control
- Data Modeling
- Python Programming
- Tableau Software
- SQL Programming
- Java Programming
- R Programming
Timeline
Project Lead
University Of North Carolina Baseball Analyst Team
2023.05 - Current
Grounds Crew Worker
Asheville Tourists Minor League Baseball
2023.05 - 2023.08
Data Analyst
University of North Carolina Baseball Data Analyst Team
2022.08 - 2023.05
Sports Analytics Forum Founder
North Carolina School Of Science And Mathematics
2021.12 - 2022.05
Bachelor of Science - Statistics and Computer Science
University of North Carolina At Chapel Hill
High School Diploma -
North Carolina School of Science And Mathematics
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