Built reconciliation scripts to compare external trade files with internal positions, integrating automated alerts to proactively identify discrepancies and enhance data accuracy.

Integrated third-party modules (CG3) for capital haircut calculations, implementing robust validation and error handling to ensure system stability and regulatory compliance.

Conducted code reviews and enforced coding standards, resulting in lower defect rates across multiple releases