Inspiration
In school, deeply understanding lessons — especially complex topics with many sub-concepts — is essential. Many Tech projects try to improve learning through games, interactive questions, and other engaging tools. But if these tools are so advanced, why do we still need schools? The answer is that we need to support teachers in understanding students and their difficulties more effectively. However, many students struggle with knowing what questions to ask or feel uncomfortable speaking up in class, especially if they are shy or introverted. So, this is how our idea came to life.
What it does
This project use an AI-driven tool that analyzes a lesson’s audio recording and automatically extracts: Key ideas, Sub-topics, Logical structure of the lesson The system generate a feedback form. Students simply rate how confident they feel about each sub-topic. The tool then aggregates responses and provides teachers with:
- A clear breakdown of which sub-topics were well understood
- Which parts confused most students
- Where to focus review or reinforcement in the next lesson
How we built it
On the backend side we run a local AI model to summarize the speech. To convert speech into text we use AssemblyaiAPI. Google services were used to get information in our calendar and to make surveys for students.
Challenges we ran into
Lack of creativity The topic is very specific and at first glance we thought we can not make something original.
Small knowledge of frontend coding It was hard to create something, which will portray our project positively
What's next for ClassFlow
- Automated mailing to students
- Make an independent site without using GoogleAPI services
- Add user authentication for teachers.
- Track detailed statistics per lesson and student.
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