A faculty member walks into a classroom of 60 students. One finished the assigned reading three days ago and is ready to move on. Another is still stuck on a concept from last week. A…
Why Most Students Don't Finish Online Courses
May 5, 2026
Anushka Dereddy · May 2026 Every online course starts with intention. You enroll with excitement. You tell yourself, this time I’ll stay consistent. You complete the first few lessons, maybe even a module or two….
Skill gap? Employability gap? Or just a solution gap?
April 27, 2026
The hiring numbers look good, on paper. 73% of employers plan to hire freshers between January and June 2026 — up 3% from the previous half-year, according to the Career Outlook Report HY1 2026. March…
Higher education institutions generate large volumes of academic data every day. Attendance records, assessments, grades, learning activities, outcome mappings, and reports flow continuously across departments and programs. Yet, despite this abundance of data, academic leadership…
Course Outcome (CO) attainment lies at the core of academic quality, outcome-based education, and accreditation readiness. It is the primary mechanism through which institutions evaluate whether teaching and learning are achieving their intended goals. Yet…
Higher education has always aimed to develop problem solvers. Yet in many classrooms today, problem solving has narrowed to answering predefined questions with known solutions. Students learn how to score, but not always how to…
Video Assessments: Bringing Clarity to Academic Evaluation
February 20, 2026
Assessment is one of the most influential components of higher education. It shapes how students learn, how faculty teach, and how institutions judge academic quality. As learning environments evolve, assessment practices must evolve as well….
Why India's Engineering Students Turn to Gig Work Over Degrees
January 7, 2026
60% of India’s 15 million freelancers are under 30. 48% of engineering graduates can’t find jobs. The engineering students gig economy has exploded, with Millennials and Gen Z making up 65% of blue-collar job applications….
Case-based Learning: When Classrooms Think Like the Real World
November 18, 2025
Here’s a scene playing out in engineering colleges across India right now: A professor finishes explaining a complex algorithm. Students nod, take notes, maybe even ace the exam. Three months later, they’re in an interview,…
What I learned from a decade of reading!
May 12, 2021
I’m an avid reader and am naturally curious about how things work. I read all the time and my selections are based on what interests me most. I have found this to be a good…

