John Raymond Ledesma
🛠️ ProjectAdded January 2025

Socratic AI Tutor — RAG-Based Chemistry Learning Assistant

Built a retrieval-augmented (RAG) educational assistant trained on Grade 8 Chemistry textbook content that guides students through concepts using the Socratic inquiry method. Engineered custom prompt workflows that enforce scaffolded hints and targeted questioning instead of direct answers, pushing students toward metacognitive engagement rather than answer-copying.

Skills demonstrated

  • RAG
  • Prompt Engineering
  • AI in Education
  • Chemistry Education
  • Socratic Method