AI-Driven Interactive Java Tutor Development
Ishan Berry
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Posted Jul 4, 2025
Created an AI-driven Java tutor with personalized learning and real-time feedback.
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Apr 1, 2025 - Nov 1, 2025
AI-Driven Interactive Java Tutor
A generative‐AI–powered learning environment that delivers personalized Java instruction through dynamic content generation, semantic search, and real-time feedback. Built on a modular Spring AI backend, it adapts to each learner’s needs, ensuring high scalability, maintainability, and rapid iteration.
Core Highlights
Generative Content: On-the-fly creation of tutorials, examples, and challenges tailored to user progress.
Semantic Retrieval: Embedding-based search for contextually relevant code snippets and explanations.
Live Interaction: Low-latency chat and code review via WebSocket streams.
Modular Design: Clear separation of AI services, content management, and user logic for easy extension.
Automated Quality: Comprehensive testing and CI/CD to maintain reliability and accelerate delivery.