QIS College of Engineering and Technology, Ongole

“The International Institute of Quality Accreditation & Rankings (IIQA) provided useful guidance on making outcome assessment part of academic improvement. Dr. T. Ravinder Reddy advised faculty on CO–PO mapping, attainment methods, assessment evidence and the use of findings in NBA SAR preparation. His advisory support also covered NAAC SSR preparation, document review and mock assessment readiness. We appreciated the guidance on UGC recognition and autonomous status application documentation. The advice helped us connect programme-level assessment with the institutional records and review processes needed for quality preparation.”