AI Teaching Assistants That Scale With Learners
Scaling personalized learning through AI teaching assistants and progress trackersÂ
The Challenge
Our Approach
We deployed AI Teaching Assistants, each specialized by course domain (Python, DSA, Web Dev), capable of:
- Answering course-related queries with code snippets, explanations, and links
- Reviewing submitted assignments and providing rubric-based feedback
- Proactively nudging students who were falling behind or stuck
- Facilitating weekly community discussions using auto-summarized Q&A logs
We also tracked engagement signals to personalize agent tone and support style per learner.
Stats
The Outcome
- 58% improvement in student assignment completion rates
- Reduced dropout rates by 22% in self-paced courses
- Handled 93,000+ queries in the first 3 months with >94% positive feedback
- Enabled instructors to focus on high-level mentorship, not repetitive doubts
Case Study
- All Posts
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- AI Chat Bot
- AI Kickstater
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- Data Engineering
- Gen AI
- Machine Learning
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