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Research

Papers, theses and pilots, with their status stated plainly.

Research agenda

  1. Data engineering: collection pipelines, source integration and architecture for USP Aberta, including formal verification with Petri nets.
  2. Information retrieval: lexical versus semantic search, evaluated with IR metrics on real usage.
  3. Foundation models and AI engineering: a retrieval-augmented generation pipeline over USP Aberta data.
  4. Interdisciplinary work: design, and Skinnerian radical behaviorism applied to software development.

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Research — Jonathas Castilho