India Produces 1.5 Million Engineers a Year. Most Employers Say They Can’t Hire Them. The Gap Isn’t Where You Think.
A student I’ll call Arjun graduated last summer from a private engineering college in Tamil Nadu. Good marks. A degree […]
Higher education
The Missing Layer in University-Industry Partnerships
A response to QS Insights Magazine #44 QS Insights Magazine’s latest edition makes a case most Indian institutions already agree
Adaptive Learning in Higher Education: Why One-Size-Fits-All Teaching No Longer Works
A faculty member walks into a classroom of 60 students. One finished the assigned reading three days ago and is
Why Most Students Don’t Finish Online Courses
Anushka Dereddy · May 2026 Every online course starts with intention. You enroll with excitement. You tell yourself, this time
COEPE: Turning Academic Data into Meaningful Institutional Insight
Higher education institutions generate large volumes of academic data every day. Attendance records, assessments, grades, learning activities, outcome mappings, and
CO Attainment: From End-Semester Reporting to Continuous Academic Insight
Course Outcome (CO) attainment lies at the core of academic quality, outcome-based education, and accreditation readiness. It is the primary
ILI Case Studies: Building Thinking Engineers, Not Just Exam Toppers
Higher education has always aimed to develop problem solvers. Yet in many classrooms today, problem solving has narrowed to answering
Subjective Assessments: Sustaining Academic Depth at Scale
Subjective assessments have long been central to higher education. They allow faculty to evaluate how students reason, structure arguments, and
Why Higher Education Needs Intelligent Learning Infrastructure
Over the past decade, higher education institutions invested billions in Learning Management Systems (LMS) and Enterprise Resource Planning (ERP) platforms.
Stop Chasing Cheaters. Start Building Curiosity.
AI-Proof Assessment Design: Why Engagement Beats Detection in Education AI-proof assessment design is becoming essential as traditional detection methods fail.