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Work Background
Dweck Sports LLCFounder and Chief Analyst
Jan. 2024Data Analytics Contracting
Develop and distribute a suite of tennis metrics for player, fan, and coach use, including a website.
Created, update, and improve a data pipeline that has collected nearly 11 million points from over 70,000 matches.
Analyze data and package it in different ways directed to the relevant stakeholders in the game of tennis. This includes development of a web app that captures our metrics and displays interactive win probability graphs for live matches and ongoing development of match prediction and simulation algorithms.
GRAND SLAM-HEALTH & TENNIS CLUBS, INC.Youth Tennis Coach
Jun. 2022 - Nov. 2023Coach youth tennis programs and summer camps, ages 3-15
(USTA) United States Tennis AssociationPerformance Analytics Remote Fellowship
Jun. 2022 - Jan. 2023Completed five projects combining data and video analysis in tennis, including a detailed analysis of a rising player's game and potential for improvement
Performed quality control on match footage and data shared with American players as they progressed through the 2022 US Open
During the 2022 US Open, the USTA shattered their record for matches posted to players and coaches during one US Open, going from 195 matches to 310. Over the two weeks at the US Open, I posted over 110 matches myself
Returned to a similar position for the 2023 Australian Open, which was widely considered a very successful tournament for the Americans
Georgia Tech Athletic AssociationTennis Team Student Manager
Dec. 2021 - May. 2022Atlanta, Georgia, United StatesWork under Coaches Kenny Thorne and Kevin King
Developed, programmed, and distributed supplemental analyses to those provided by the team’s analytics company to help the coaches improve their players’ performance
Assist in managing equipment room and broken strings
Film matches and practices and transmit to team and analysis company
Sell old equipment at matches
Manually track statistics at practices and matches
Georgia Tech Athletic AssociationAssistant Coordinator of Football Research and Analytics
Mar. 2019 - May. 2022Atlanta, Georgia, United StatesWorked under Coach Pat Boyle
Analyzed trends in NFL Combine numbers among drafted and notable undrafted players
Designed and developed program using R analyzing opponent tendencies, which supported team decision to acquire a 3rd party data service
Wrote and regularly updated a platform improving on that analysis using the data from that service and translating it to be more efficiently usable for coaches
Wrote coach-specific custom modules to augment the weekly value-added from the platform that I designed and the underlying data service, translating between the data service and the coaches’ requirements with timely custom reports, graphical presentations, and associated cutup links
Completed additional overlays and analyses for annual self-scouts
Wrote a program to take data downloaded from XOs and quickly approximate hit charts
Updated, adapted, and wrote new customized modules throughout the season. Met regularly with coaches to understand new requirements and bridge gaps between coaches and data service usage
Georgia Tech Athletic AssociationFootball Video Assistant
Aug. 2018 - May. 2022Greater Atlanta AreaWork under Todd McCarthy
Film and edit All-22 footage of practices, games, and other events, including camps and pro days, for Georgia Tech Football, with increasing responsibility each year, including training new student filmers
Film from Camp’s pro day shown on NFL Network’s Good Morning Football
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