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Criterion 9: Student Support Systems under NBA Accreditation: lBuilding an Inclusive, Supportive and Student-Centred Engineering Education Ecosystem

Prof.(Dr.) D G Mahto, Founder & CEO -
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Criterion 9: Student Support Systems under NBA Accreditation Building an Inclusive, Supportive and Student-Centred Engineering Education Ecosystem Author: Prof. (Dr.) Dalgobind Mahto 1. Introduction Student support systems are an essential component of quality assurance in engineering education. Academic excellence depends not only on curriculum, faculty competence, laboratories and teaching-learning processes, but also on how effectively an institution supports students throughout their educational journey. Under the National Board of Accreditation (NBA) framework for undergraduate engineering programmes, Student Support Systems focuses on the institutional mechanisms that help students overcome academic difficulties, access financial and personal support, develop professional competencies, participate in co-curricular activities and prepare for successful careers. A well-designed support system should ensure that students are not merely admitted and taught, but are guide...
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Criterion 8: First Year Academics Under NBA Accreditation: Strengthening the Foundation of Engineering Education Through Academic Quality, Outcome Attainment and Student Success

Prof.(Dr.) D G Mahto, Founder & CEO -
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Criterion 8: First Year Academics Under NBA Accreditation Strengthening the Foundation of Engineering Education Through Academic Quality, Outcome Attainment and Student Success By Prof. (Dr.) Dalgobind Mahto 1. Introduction The first year of an undergraduate engineering programme plays a decisive role in shaping students’ academic foundations, learning habits, confidence and professional readiness. During this stage, students transition from school-level learning to university education, encountering engineering mathematics, physics, chemistry, programming, basic engineering, communication skills and other foundational subjects. The National Board of Accreditation (NBA), India, recognizes that the quality of first-year academics has a direct influence on students’ subsequent performance and their ability to achieve programme outcomes. Its Tier-II accreditation framework therefore evaluates first-year faculty adequacy and qualifications, student academic performance, Course Outcome ...
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The New Rules of Hiring: Skills, Projects, Proof & PotentialHow to Stand Out in the 2026 Job Market by Demonstrating What You Can Do—not Just What You Know

Prof.(Dr.) D G Mahto, Founder & CEO -
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The New Rules of Hiring: Skills, Projects, Proof & Potential How to Stand Out in the 2026 Job Market by Demonstrating What You Can Do—not Just What You Know The world of hiring is changing. A degree, a professional certificate, or several years of experience can open doors, but these credentials alone may not convince an employer that you are the right candidate. Organizations increasingly need professionals who can apply knowledge, solve practical problems, work with emerging technologies, communicate effectively, and deliver measurable results. Recruiters want to understand not only what candidates have studied or where they have worked, but also what they can contribute. For fresh graduates, this creates an opportunity to demonstrate capability through projects, internships, practical assignments, and independent learning. For experienced professionals, it means presenting achievements and business impact rather than relying solely on job titles and years of service....
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AI directory: What it is, why needed, how to use, advantages and disadvantages

Prof.(Dr.) D G Mahto, Founder & CEO -
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An AI directory is a curated online platform that collects, organizes, and categorizes artificial intelligence software, tools, models, and services in one place . Instead of searching the entire web blindly, users can browse specialized tools for writing, coding, video generation, marketing, or data analysis. Why It Is Needed Explosion of Tools: Thousands of new AI apps launch every year, making it impossible to keep track manually. Time Savings: Rather than testing dozens of platforms, users can filter solutions based on specific problems. Side-by-Side Comparison: Directories help compare pricing models (free vs. paid), core features, and user ratings. Discovery for Builders: For AI developers and startups, getting listed acts as a crucial growth engine to get noticed by early adopters.   Popular examples of general AI directories include platforms like Futurepedia and specialized industry or national platforms like the NAIC AI Directory How to Use an AI Directo...
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Top Artificial Intelligence Tools Review and Directory Hubs : As a student you should know

Prof.(Dr.) D G Mahto, Founder & CEO -
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Top AI tool review and directory hubs help you discover, compare, and filter artificial intelligence software based on your specific use case :  Futurepedia : An organized and practical AI directory featuring role-based workflows, smart tool stacks, and curated categories without overwhelming clutter. AI Tools Directory : A curated index for browsing individual AI applications spanning chat agents, automation, and image generation.   AI Tool Hub : An engineering-focused publication featuring software evaluations, benchmarks, and architectural frameworks verified by developers.   AI Tools Hub (AIWorkx) : A broad daily-updated directory covering coding, writing, video production, and image generation tools.
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Criterion 7: Continuous Improvement Under NBA Accreditation: Closing the Loop in Outcome-Based Engineering Education Through Evidence, Evaluation and Action

Prof.(Dr.) D G Mahto, Founder & CEO -
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Criterion 7: Continuous Improvement Under NBA Accreditation Closing the Loop in Outcome-Based Engineering Education Through Evidence, Evaluation and Action By Prof. (Dr.) Dalgobind Mahto 1. Introduction Continuous improvement is one of the most important principles of quality assurance in engineering education. An engineering programme cannot demonstrate quality merely by following a prescribed curriculum, conducting examinations, maintaining laboratories or achieving satisfactory student results. It must also demonstrate that it systematically evaluates its performance, identifies weaknesses, implements corrective measures and verifies whether those measures have produced improvement. The National Board of Accreditation (NBA), India, emphasizes this process through its accreditation framework for undergraduate engineering programmes. Continuous improvement connects the evidence generated through course outcome (CO) assessment, programme outcome (PO) attainment, student per...
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