Performance Monitoring System
Ivolution Sport Science
Performance analytics system designed from scratch for 967 athletes across 13 sports — football, rugby, athletics, hockey, swimming, basketball and more. Built with SQL, BigQuery, dbt and Metabase. The system is still running after I left.
967
athletes monitored
13
sports covered
10k+
recorded measurements
1+ year
running after I left
System screenshots
Click any image to view it full screen.
Main dashboard — Dynamometer vs IMTP
Real-time KPIs: MaxForce, RFDA50, RFDA250 and TimMaxForce. Dynamometer vs IMTP comparison with filters by date, athlete, exercise type and institution.
Force-Velocity Profile
Correlations between metrics: Max Velocity vs Max Force, Load vs Max Impulse, Velocity vs Max Distance, 1RM by sport. Multidimensional performance analysis.
Hip Stability Report
Functional ratio analysis using a simple Push-Pull test. Histogram of CMIR/DJ height difference and a time series for longitudinal tracking.
v2 CMJ - IMTP II — Moving Average vs Latest Evaluation
Per-athlete dashboard with a 5-evaluation moving average and dynamic supercompensation/fatigue thresholds. Shows braking RFD (CMJ) and 100ms RFD (IMTP) with the full history and the athlete’s current status.
ASH Test - Bilateral CMJ — Neuromuscular Fatigue Control
Fatigue monitoring with the ASH "I" Test (shoulder) and Bilateral CMJ (lower limbs). Left/right peak force trend compared with the previous day, plus historical series.
Individual comparisons — Comparison Dashboard
Side-by-side view of two athletes with gauges for CMJ (Jump Height), IMTP (Peak Force) and Drop Jump (RSI). Compares performance between athletes of the same institution in real time.