Kambere-44/ai-teacher-assistant

🎓 AI Teacher Assistant

An AI-Powered Teaching Companion designed to help educators automate academic tasks, analyze student performance, and improve teaching efficiency using modern Artificial Intelligence.

🌍 Live Demo

Try the application online:

🚀 Streamlit Deployment

https://ai-assistant-for-teachers.streamlit.app

🤗 Hugging Face Deployment

https://huggingface.co/spaces/Kambere-44/ai-teacher-assistant

📖 Project Overview

Teachers spend a large portion of their time performing repetitive academic tasks such as:

• Creating quizzes and assessments • Analyzing student performance • Preparing lesson plans • Summarizing learning materials • Providing individualized student support

These activities reduce time available for student engagement and personalized learning.

The AI Teacher Assistant solves this by integrating Artificial Intelligence into the teaching workflow, allowing teachers to automate tasks and focus more on teaching.

✨ Key Features

📊 Student Performance Analysis

Upload classroom datasets and receive instant insights.

Features include:

• —Student performance breakdown
• —Attendance analytics
• —Data visualization dashboards
• —Class trend analysis
• —AI recommendations for improvement

📝 AI Quiz Generator

Generate quizzes automatically for faster classroom assessments.

Capabilities include:

• —Auto-generated MCQ questions
• —Adjustable difficulty levels
• —Downloadable DOCX exam papers
• —Instant test creation

📚 Lesson Summarization

Convert large lesson materials into clear and concise summaries.

Teachers can:

• —Upload lesson PDFs
• —Extract key concepts automatically
• —Generate quick revision notes
• —Simplify teaching preparation

🧠 AI Lesson Planner

Generate structured lesson plans in seconds.

The AI creates:

• —Learning objectives
• —Teaching activities
• —Student engagement techniques
• —Assessment strategies
• —Multimedia learning suggestions

💬 AI Counsellor for Teachers

A supportive AI assistant designed to help teachers manage classroom stress and professional burnout.

Provides:

• —Stress support
• —Reflective teaching guidance
• —Classroom challenge advice
• —Positive reinforcement conversations

📸 Application Preview

📊 Student Performance Analysis

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🧠 AI Lesson Planner

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📚 Lesson Summarizer

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📝 Quiz Generator

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💬 Teacher Wellness Assistant

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🧠 Technology Stack

🏗️ Project Structure

AI-Assistant
│
├── app.py
├── ai.py
├── animations.py
├── customquery.py
├── LessonPlan.py
├── lessonSummarize.py
├── MCQ.py
├── teacheanalysis.py
├── wellness.py
│
├── dataset_for_hackprix.csv
├── screenshots
│   ├── perfomance_analysis.png
│   ├── teacher_wellness.png
│   ├── lesson_summarize.png
│   ├── lesson_plan.png
│   └── generate_quiz.png
│
├── requirements.txt
└── README.md

⚙️ Installation

1️⃣ Clone Repository

git clone https://github.com/Kambere-44/AI-Assistant-For-Teachers.git
cd AI-Assistant-For-Teachers

2️⃣ Create Virtual Environment

python -m venv venv

Activate environment

Windows

venv\Scripts\activate

Linux / Mac

source venv/bin/activate

3️⃣ Install Dependencies

pip install -r requirements.txt

4️⃣ Run the Application

streamlit run app.py

🎯 Target Users

• —Teachers
• —Schools
• —Online educators
• —Academic institutions
• —Educational researchers

🚀 Future Improvements

Planned upgrades include:

• —AI grading assistant
• —Curriculum generator
• —Student progress prediction
• —LMS integration
• —Voice-enabled teaching assistant
• —Uganda syllabus dataset integration

👨‍💻 Author

Mark Kambere

AI Developer | Software Engineer | EdTech Innovator

GitHub https://github.com/Kambere-44

📜 License

This project is licensed under the MIT License.

⭐ Support the Project

If you find this project useful:

⭐ Star the repository 🍴 Fork the project 🤝 Contribute improvements

✅ After updating the README, push it:

git add README.md
git commit -m "Updated README with screenshots and live demos"
git push