EduAI Real-time Tutor

Personalized learning at scale using Generative AI.

01About Project

Integrating OpenAI's API to provide instant, personalized feedback to students solving math problems.

02The Challenge

Students needed immediate feedback while practicing, but human tutors were not always available. Standard automated responses were too rigid.

03Our Approach

We fine-tuned an LLM to act as a Socratic tutor, guiding students to the answer rather than giving it. We optimized latency using FastAPI and streaming responses.

04The Results

Student engagement increased by 300%. Completion rates for homework assignments doubled.

Details

IndustryEdTech

Technologies