Applied Frameworks & Presentations
A selection of applied frameworks, performance systems, and speaking presentations developed across professional and collegiate sports.
Research & Applied Frameworks
Integrating systems thinking and sport science to solve real-world performance challenges.
Constraints-Led Needs Analysis
Compiled player benchmarks and testing data into visual profiles, helping coaches and staff quickly understand athletic strengths and areas for development.
Dynamic Adaptive Potential (DAP 1.0–3.0)
A performance tracking model designed to map the training stimulus, recovery, and adaptation curve. Translates daily training loads and biometric scores into recovery recommendations.
Force Plate Testing Workflow
Created daily workflows and checklists for using force plate testing to guide weight room training and track athlete readiness.
In-Game Fatigue & Intensity Modeling
Helped model athlete fatigue during games to assist coaches with rotation planning and substitution strategies, using conditioning thresholds.
Draft Prospect Profile Clustering
Grouped draft prospects into performance profiles based on testing metrics (strength, speed, work capacity) to help front office staff evaluate draft options.
Roster Lineup Synergy Modeling
Analyzed tracking data to model player spacing, movement patterns, and court chemistry, helping determine which player combinations worked best together.
Athlete Feedback Sentiment Analysis
Developed in coordination with performance staff to track athlete feedback, converting daily check-ins into trend scores that highlight wellness and recovery.
Internal Web Portal & Staff Guidebook
Managed the content and launch of internal team web dashboards that consolidated performance testing, medical statuses, and recovery data. Coordinated the department's staff guidebook.
Sleep & Readiness Analysis
Created custom individual report templates for sleep and readiness diagnostics. Translates resting heart rate, HRV, and sleep phase duration (deep vs. REM sleep) into actionable recovery protocols.
Speaking, Presentations & Publications
Sharing performance architecture insights across national conferences and sports technology meetings.