John Raymond Ledesma
🛠️ ProjectAdded May 2026

Journalyzer — AI Research Paper Analyzer

A local-first Mac application that ingests research-paper PDFs and produces grounded summaries with structured, verifiable citations — every claim traceable back to the exact passage in the source document. Built with FastAPI and PyMuPDF for extraction, SQLite for the paper library, and Claude as the analysis engine. Designed for educators and student researchers who need to digest literature quickly without losing academic rigor.

💭 Reflection

Built to solve my own problem: reading research at the pace teaching demands. The hard lesson was grounding — an AI summary is only trustworthy when every statement can point to the page it came from.

Skills demonstrated

  • Python
  • FastAPI
  • Claude API
  • PDF Processing
  • SQLite
  • Grounded Summarization