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Criterion 5: Faculty Information and Contributions Under NBA Accreditation A comprehensive guide to faculty qualifications, adequacy, development, contributions, documentation, and evaluator assessment for Tier-II engineering programmes Author: Prof. (Dr.) Dalgobind Mahto 1. Introduction Faculty members are the intellectual and professional backbone of an engineering institution. Their qualifications, teaching effectiveness, research contributions, industry engagement, professional development, and commitment to student mentoring directly influence the quality of engineering education. The National Board of Accreditation (NBA), through its outcome-based accreditation framework, evaluates whether a programme has an appropriately qualified and adequate faculty team and whether faculty members contribute meaningfully to teaching, learning, research, innovation, institutional development, and student success. Criterion 5: Faculty Information and Contributions is therefore more ...

The Magic of Diwali: A Celebration of Light, Hope, and New Beginnings Diwali, or Deepavali—derived from the Sanskrit words deepa (lamp) and avali (row)—is one of the most vibrant and widely celebrated festivals in the world. Often called the Festival of Lights, it transcends religious boundaries, bringing together Hindus, Jains, Sikhs, and communities globally to celebrate the triumph of light over darkness, good over evil, and knowledge over ignorance. The Meaning and Origins The core theme of Diwali is universal: the dispelling of inner and outer darkness. Depending on the region and tradition, the mythology varies: • Northern India: Celebrates the triumphant return of Lord Rama, his wife Sita, and his brother Lakshmana to their kingdom of Ayodhya after 14 years of exile and the defeat of the demon king Ravana. • Southern India: Commemorates Lord Krishna’s victory over the demon Narakasura, lifting a cloud of fear and oppression from the land. • Western India: Marks Lord ...

Criterion 4: Students’ Performance Under NBA Accreditation A comprehensive guide to indicators, documentation, evaluator assessment, and continuous improvement for Tier-II undergraduate engineering programmes Author: Prof. (Dr.) Dalgobind Mahto 1. Introduction The National Board of Accreditation (NBA) evaluates the quality of an engineering programme not merely by the infrastructure available, the qualifications of faculty members, or the curriculum prescribed, but also by the outcomes achieved by its students. Students’ performance is therefore an important indicator of how effectively an institution converts educational opportunities into academic achievement, timely graduation, employability, and professional growth. Under the NBA’s outcome-based accreditation approach, an institution is expected to demonstrate measurable evidence of student achievement and to use that evidence to improve programme effectiveness. The emphasis is on documented performance, reliable data, ...

The 100-Day and Three-Year Roadmap to an AI-Ready Institution : A Practical Strategic Framework for Transforming Higher Education Through Artificial Intelligence, Innovation, Governance and Future-Ready Learning **By Prof. (Dr.) Dalgobind Mahto** *Career Education for Success | Discover. Apply. Succeed.* --- ## 1. Introduction: From AI Awareness to Institutional Transformation Artificial Intelligence (AI) is transforming how people learn, teach, conduct research, manage organisations, develop products and deliver services. For higher education institutions, AI presents both an opportunity and a strategic responsibility. Universities and engineering colleges must prepare students for an AI-enabled world while strengthening academic quality, research productivity, operational efficiency, institutional governance and social responsibility. However, becoming an AI-ready institution does not mean merely purchasing AI software, establishing a computer laboratory or permitting stu...