RODRIGO PANTOJA · APPLIED AI & RESEARCH ENGINEERING
PORTFOLIO LAB 18 · EVIDENCE PROVENANCE SERIES

⬡ ReproChain AI

Follow each dataset, model evaluation and release decision back to its evidence. Recompute research gates, verify files using SHA-256 and export an auditable lineage graph.

Offline-firstSHA-256 integrityExecutable CLIReproducible NLP
LOCAL RESEARCH REPLAY v1.0
…Hashed artifacts
…Prediction records
9Model gates
…Bundle root
Based on an authored synthetic-curated academic NLP dataset. Neither a production deployment nor independent certification.
REPRODUCIBILITY WORKSPACE
LOADING EVIDENCECHECKING HASHES
Loading manifest and source evidence…

Loading the research evidence…