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 […]
Career
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
Skill gap? Employability gap? Or just a solution gap?
The hiring numbers look good, on paper. 73% of employers plan to hire freshers between January and June 2026 —
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
Video Assessments: Bringing Clarity to Academic Evaluation
Assessment is one of the most influential components of higher education. It shapes how students learn, how faculty teach, and
Why India’s Engineering Students Turn to Gig Work Over Degrees
60% of India’s 15 million freelancers are under 30. 48% of engineering graduates can’t find jobs. The engineering students gig
Case-based Learning: When Classrooms Think Like the Real World
Here’s a scene playing out in engineering colleges across India right now: A professor finishes explaining a complex algorithm. Students
What I learned from a decade of reading!
I’m an avid reader and am naturally curious about how things work. I read all the time and my selections