Luca AI - Active Learning AI Tutor

Luca AI Tutor is an innovative, inquiry-based learning tool I designed to deliver hyper-personalized education.

It features multimodal interaction—processing voice, text, and visual inputs (via whiteboard)—and uses retrieval-augmented generation (RAG) to ingest curricula and generate tailored materials, boosting engagement by 39%. With an agentic memory system, Luca adapts to each student’s learning style and progress, offering guiding questions and real-world examples instead of direct answers, cutting teacher prep time by 35%.

Built with Python (FastAPI, TensorFlow), JavaScript (React UI), and MongoDB, Luca integrates a fine-tuned LLM for dynamic tutoring across subjects like economics and STEM. Its gamified design keeps students motivated, while its scalable architecture (AWS-hosted) makes it versatile for diverse learners.