SHL: Reporting & Scoring Platform

Core backend developer on SHL's Reporting and Scoring platform — an enterprise psychometric assessment system generating 10+ report types including proctored test reports, behavioral assessments, aptitude scores, and competency-based evaluations. Led the final milestone migration of SHL evaluation logic into Aspiring Minds' modules post-acquisition, combining best-of-breed scoring algorithms from both platforms.

Tech Stack

PHP Symfony MySQL REST APIs
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SHL: Reporting & Scoring Platform

Project Insights

Challenges

  • Complex scoring algorithms for psychometric and behavioral assessments
  • Data migration between two acquired platforms with different evaluation logic
  • Generating 10+ report types from unified scoring engine
  • Maintaining backward compatibility during platform consolidation

Outcomes

  • Successfully migrated SHL evaluation logic to unified Aspiring Minds platform
  • 10+ report types: proctored, behavioral, aptitude, competency-based scoring
  • Combined best-of-breed scoring algorithms from both acquired platforms
  • Maintained zero-downtime reporting during migration