This document references a few examples of my relevant work, using hyperlinks or sample files. Please do not share these contents outside of the application process.
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Data extraction pipeline for Portuguese official statistics (public API query): indicadores_INE.R
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Electronic health records data processing and visualization automated pipeline: indicadores_ACES_sample.R
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Poster Presentation on drug costs evolution in Portugal: https://europa.eu/europass/eportfolio/screen/share/28fc8edb-e0c9-4e37-9b6b-a83f2f925673?lang=pt (in the repo)
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Poster for “2024 Flower AI Summit” on Federated Learning: https://europa.eu/europass/eportfolio/screen/share/42828f2c-32bf-43d5-bcfe-93158a5c61aa?lang=pt (in the repo)
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Likert scales figures for survey results: https://humanfactors.jmir.org/2023/1/e45949
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Sample graph produced by the electronic health records data processing and visualization automated pipeline: “Proportion of hypocoagulated patients who are controlled in the health unit” - sample_graph.png
- Dashboard on Drug Costs Evolution in Portugal: https://jmdiniz.shinyapps.io/deco-shiny-app/
- Heart Failure Mortality Prediction using XGBoost: sample_code.py