I built an automated system for a fitness center to track client testing results and generate personalized performance reports. The solution calculates percentiles for strength, conditioning and body composition based on gender and age group to ensure fair comparisons. All results feed into an AutoCrat template which creates branded PDF report cards automatically with no manual work. The logic is fully dynamic so age ranges and new columns can be updated without breaking the system.