Project 05 of 5Campus feedback system2025
EduEcho
Listen. Then act.
The brief
Feedback only matters if it can become change.
EduEcho gives students a simple, structured way to say how a course is going, and gives the college one clear source of truth to act on. One operator can run it for the whole campus.
The system
- 01
Collect
Students rate and comment on each course and teacher.
- 02
Structure
Every record maps to its staff member and department.
- 03
See
Heads of department read the patterns in generated reports.
The build
The hard part was the data model.
An automated pipeline turns the college’s bulk Excel records into a relational SQL database with dynamic staff-to-department mapping. Reports for each department are generated as PDFs, including who has not submitted yet.
- Live across V.S.B. Engineering College
- Excel-to-SQL pipeline for institutional records
- Dynamic staff, department and metric mapping
- Run at campus scale by a single operator
The outcome
1: campus, live
EduEcho moved feedback from informal, hard-to-act-on comments to a working institutional system, with a report for every head of department.