VELLMADE STUDY CULTURE PRIVATE LIMITED

Vellmade Study Culture Private Limited addresses the critical human capital deficit in the global sports sector through a methodologically rigorous process innovation: the Sports Career Pathway Psychometric Analysis (SCPPA) framework.

Core Architecture:

• Dynamic Assessment: Utilizes a Two-Parameter Logistic (2PL) Item Response Theory model for adaptive interest measurement and Thurstonian IRT to proactively block response distortion and social desirability bias.
• AI Recommendation Engine: Employs gradient-boosted decision tree ensembles for high-accuracy institutional placement forecasting and fine-tuned BERT models for transformer-based semantic NLP evaluation of Situational Judgment Tests.
• Macro Integration: Aligns directly with the Reserve Bank of India outcome-backed educational financing directives and federal mandates to cultivate highly trained Sports Technocrats.