Students has attended the multiple courses. At the end students provided the feedback on the course, instructor by answer the 30 Question. Given the feedback as a dataset, we have analysed the data using various Clustering Techiques.

A feedback system classifier which has a JAVA implementation of Naive-Bayes algorithm. The classifier can be used in a department to analyse feedback forms submitted by students

A guide created for CS-1400 mentors and instructors

Laravel API backend for student feedback system, supporting CRUD operations for teacher evaluation.

A modern, responsive web application that enables VVCE students to submit and view feedback about campus facilities, academics, and other college-related matters.🏫

A centralized platform designed to collect, manage, and analyze student feedback on courses, instructors, and campus services. This system provides actionable insights for educators and administrators to enhance the educational experience and foster a culture of continuous improvement.

Next.js web UI for teacher evaluation system, supporting CRUD operations via API.

A powerful Student Feedback Analytics platform leveraging AI to collect, analyze, and visualize feedback data for educational institutions.

An automated system that analyzes student feedback from Google Sheets, generates personalized recommendations with OpenAI, and delivers them via email.

AI-powered essay evaluation workflow for educators using n8n, OpenAI, and Gmail — automates feedback on grammar, creativity, and relevance.

Full-stack Student Feedback Management System built with React, Java, and MySQL.

A sentiment analysis project that uses NLP techniques to analyze student course feedback, classify comments as positive, neutral, or negative, and uncover themes that explain student satisfaction beyond numeric survey ratings.

A single‑page, animated dashboard built with Chart.js to showcase your 100‑student survey.