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Personal Context Technology for AI Personalization

predicting student academic performance

Agent4Edu: Generating Learner Response Data by LLM-based Agents for Intelligent Education Systems (AAAI 2025)

Using knowledge states of 100K+ students to predict whether a student will answer a question correctly.

Learntime helps students remember what they've learned using AI-guided active recall and spaced repetition.

ReQuest is a dynamic web application that combines gamification, collaboration, and AI to streamline software requirements management for students.

Brain-Wave is a learning application built with Next.js that allows you to build you own knowledge base. It enhances learning efficiency by employing a Spaced Repetition Algorithm, ensuring optimal information retention and comprehension.

Source codes and datasets for paper "Zero-1-to-3: Domain-level Zero-shot Cognitive Diagnosis via One Batch of Early-bird Students towards Three Diagnostic Objectives" (AAAI2024)

AI-Enhanced Teaching Assistant: Bridging Instructor Knowledge and Web Intelligence

EduBot is a powerful RAG (Retrieval-Augmented Generation) chatbot that utilizes the latest SOTA models to provide a seamless and interactive learning experience.

Introducing CASCADE, a GenAI-driven study companion, revolutionizing personalized learning. Addressing diverse learning styles, CASCADE offers a suite of AI tools, including a GenAI chatbot, customizable timers, a dynamic study planner etc.

A personalized study platform developed with Gemini API. It helps students structure content, stay focused and learn more efficiently by generating personalized study modules based on chosen topics. Developed for Alura + Google contest [AI Immersion - 2nd Edition].

Personalized Learning System

👩🏻‍🎓 👨🏻‍🎓 Learn It - Android Application

Frontend for the AI/NLP-Powered Personalized Learning Dashboard. Built with React Vite + TypeScript, featuring goal tracking, progress visualization, and AI-recommended resources. Uses Redux for state management and Tailwind CSS for styling.

This is an AI-driven educational technology that will help us to learn remotely, with flexibility in time and resources. This online education platform will provide students to learn and practice effectively. The system will analyze the learner's abilities, pace, interests, and entire learning phase and provide a better learning experience.

🚀 Mapping the Future of Careers: Your Personal GPS for Success!

A collaborative platform for creating and curating personalized tech learning paths. Powered by Django, it tailors content based on users' skills and preferences, integrating external educational resources. http://34.72.154.173/

GenUp Nexus is a cutting-edge platform that redefines personalized learning experiences by seamlessly integrating AI technologies.