7 years evaluating companies across healthtech, fintech, and SaaS from the investment side. Founded and exited a technology company. Last 3 years: solo-built clinical AI systems for regulated healthcare — shipping end-to-end in environments where LGPD, HIPAA, and CFM compliance are architecture decisions, not afterthoughts. 8 manuscripts. 2 hackathons won. Patent pending. Trilingual: English · Portuguese · Spanish.
Global Health Data Interoperability Across Low- and Middle-Income Countries
Cross-national harmonization of administrative health data across three countries
Substance-Level Disproportionate Reporting of Impaired Gastric Emptying for Five GLP-1 Receptor Agonists: A Reproducible Signal-Detection Analysis of the FDA Adverse Event Reporting System
Comparative pharmacovigilance analysis of GLP-1 receptor agonist adverse-event reporting.
doi.org/10.21203/rs.3.rs-9818000Class-Wide Disproportionate Reporting of Impaired Gastric Emptying Across Nine GLP-1 Receptor Agonist Products: A Signal-Detection Analysis of the FDA Adverse Event Reporting System
doi.org/10.21203/rs.3.rs-9818062Hidden 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-9818082Record-Breaking Dengue Epidemic in Brazil, 2024: Nationwide Analysis of 10.5 Million Cases and DENV-3 Reemergence
doi.org/10.21203/rs.3.rs-9818084Brazilian-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
Scoped and shipped end-to-end AI solutions in regulated healthcare. 8 manuscripts. Patent pending. 2 hackathons won. OHDSI community member. Trilingual.
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).