Published a pharmacovigilance finding 6–44× larger than all prior estimates — solo-built the infrastructure that found it. 8 manuscripts. 2 hackathon wins. 1 exit. 7 years VC. Patent pending.
Global Health Data Interoperability Across Low- and Middle-Income Countries
Cross-national harmonization of administrative health data across three countries
Comparative Post-Marketing Pharmacovigilance of Five GLP-1 Receptor Agonists: A Disproportionality Analysis of 412,643 FDA Adverse Event Reports (2004–2024)
PRR 88.9 — 6–44× above all prior published estimates
doi.org/10.21203/rs.3.rs-9818000/v1 Dataset: HuggingFace →Class-Wide Impaired Gastric Emptying Signal Across Nine GLP-1 Receptor Agonist Agents: Indication-Stratified Pharmacovigilance Analysis of 6,868 Cases in FDA FAERS (2004–2024) with Cross-National Validation
doi.org/10.21203/rs.3.rs-9818062/v1Hidden in Plain Sight: National Benchmarks for Sepsis Mortality, Dengue Burden, and Antimicrobial Use from 35 Million Hospitalizations in Brazil’s Universal Health System
doi.org/10.21203/rs.3.rs-9818082/v1Record-Breaking Dengue Epidemic in Brazil, 2024: Nationwide Analysis of 10.5 Million Cases and DENV-3 Reemergence
doi.org/10.21203/rs.3.rs-9818084/v1Brazilian-PHI: Benchmarking Checksum-Validated Recognizers for CPF, CRM, CNS, CNPJ, RG, CEP, and Phone in Portuguese Clinical Text
doi.org/10.5281/zenodo.20076543BM25 and Dense Retrieval Are Complementary for Portuguese Clinical Text: An Empirical Study of Hybrid RAG Across 500 Clinical Queries
doi.org/10.5281/zenodo.19686739 Dataset: mirage-pt →Modules: Clinical Chat · Lab Interpretation (52 analytes) · ECG Analysis · Scribe · Quiz Bank · Flashcards · Drug Interactions · Clinical Cases · WhatsApp · CID-10/TUSS
8 published manuscripts. Patent pending. 2 hackathons won (Antler Codex + webAI YOLO26). Cross-national pharmacovigilance research across 3 countries. OHDSI community member.
Built clinical AI research system solo. Published peer-reviewed research. 5 open-source repos. 100+ tests. Academic programs at UC San Diego and Inter-American University.
Influencer marketing platform. 6 engineers. Customers included Uber, Airbnb, Spotify. Technology licensed and acquired.
46 companies evaluated. R$1B+ AUM. Technology risk assessment. Mentor: Mauro Muratório (co-founder Microsoft Brazil).