Gregório Victor Rodrigues

Generated actionable insights through comprehensive research in public health and national healthcare programs. Influenced health workforce and policy improvements through data analysis.

Key Achievements:

• Analyzed large-scale datasets from the “Mais Médicos”, one of Brazil’s largest healthcare workforce policies with 50,000+ physicians.
• Evaluated physician allocation and access to care across 5,000+ municipalities.
• Assessed impact on 160+ million Brazilians served.
• Generated insights on healthcare coverage and equity,
• Produced analytical outputs for public health stakeholders, like Ministry of Health.
• Developed predictive tool for physician courses dropout risk. Access the model here.
• Led workshops to train 20+ staff on advanced analytical tools and methodologies.

Conduct research on population health and non-communicable diseases. Focused on advanced data and AI applications in public health.

Key Achievements:

• Analyzing nationwide surveys like PNS and Vigitel.
• Developed synthetic datasets for 100% privacy compliance, with 90%+ fidelity.
• Generated insights on non-communicable diseases, focusing on 10+ key non-communicable disease indicators.
• Applied AI (NLP / GenAI) to clinical records to identify early violence risks in women and children, supporting prevention strategies for vulnerable populations.
• Contributed to innovation in AI applications for epidemiology, with published findings in peer-reviewed scientific articles.

Conduct research in public health and healthcare systems. Focused on data-driven education and clinical decision support.

Key Achievements:

• Contributed to 4+ national-level research initiatives.
• Analyzed large-scale datasets with 700 millions of rows records.
• Generated insights on non-communicable diseases and population health.
• Supported Mais Especialista program implementation. Brazil’s largest specialized care access program.
• Produced 10+ analytical reports for healthcare stakeholders, like Ministry of Health.
• Developed interactive data tool for decision support. Access here.
• Developed algorithm to bundle healthcare procedures, awarded at CONASEMS national congress, the world’s largest public health congress, selected among 7,000+ submitted works.
• Bridged research, policy, and healthcare operations.
• Collaborated with multidisciplinary teams across institutions.

Conduct research in public health and healthcare systems. Focused on data-driven education and clinical decision support.

Key Achievements:

• Contributed to national research and digital health education initiatives.
• Managed learning platforms with 3,000+ healthcare professionals.
• Designed and managed national large-scale training programs using Moodle.
• Structured healthcare data for medical education and capacity building.
• Generated insights for public health and strategic decisions.
• Produced 10+ reports for healthcare stakeholders, like Ministry of Health.
• Integrated data, education, and healthcare system strategy.

Founded a healthcare data consulting and education company. Focused on transforming healthcare decisions through data.

Key Achievements:

• Founded a healthcare data consulting and education company
• Delivered consulting and mentorship for healthcare professionals
• Trained 500+ professionals in data-driven healthcare.
• Delivered 10+ in-company training for large organizations, like Home Doctor, leading homecare provider in Brazil.
• Built predictive model for palliative care decisions for a big Cancer Hospital in São Paulo. Tool example here.
• Developed Power BI dashboard for healthcare analytics, implemented in 20+ clinics. Dashboard example here.
• Built corporate health analytics dashboard, implemented in 10+ healthcare operations. Dashboard example here.

Led healthcare data and analytics initiatives at scale. Focused on improving clinical, operational, and financial decision-making.

Key Achievements:

• Led a team of 10+ data scientists, 5+analysts, 5+ data engineer, focused on Primary Care, Population Health, and Corporate Health
• Analyzed medical claims for 1.13M+ covered live with processed R$3B+ in healthcare transactions.
• Developed 20+ dashboards using Power BI and Data Studio
• Developed high-cost patient prediction models. Identified top 5% cost-driving patients with +50% precision.
• Designed healthcare workforce management systems. like the command center for Sírio-Libanês, one of Latin America’s leading hospitals.
• Designed and managed healthcare systems using DHIS2. Built EMR and patient relationship management platforms for 300k+ patients. Supported 100+ healthcare professionals. Enabled 5,000+ weekly clinical consultations.
• Implemented automation and chatbot solutions for patient engagement.
• Standardized healthcare data using FHIR interoperability frameworks.

Worked on healthcare data and clinical intelligence initiatives. Focused on improving decision-making through data and automation.

Key Achievements:

• Developed 10+ dashboards with KPIs and OPIs using Power BI.
• Automated 5+ workflows using Power Automate.
• Delivered executive reports to support healthcare decision-making.
• Translated healthcare data into actionable insights for managers.
• Supported development of evidence-based clinical guidelines.
• Trained 50+ healthcare professionals in data and clinical processes.
• Delivered projects for large healthcare organizations. Including Vale’s healthcare system (PASA).

Taught first-year medical students in evidence-based practice. Focused on building structured clinical decision-making skills.

Key Achievements:

• Taught 100+ medical students in early-stage training
• Delivered 40+ sessions on evidence-based clinical practice
• Trained students to formulate clinical questions using PICO
• Developed skills in critical appraisal of scientific literature
• Taught interpretation of key metrics including RR, OR, HR, NNT, NNH
• Introduced GRADE methodology for evidence evaluation
• Guided application of shared decision-making using decision aids
• Improved students’ ability to connect evidence with clinical practice

Co-founder and Chief Operating Officer of a healthcare education and consulting company. Focused on strengthening Primary Health Care through training and strategic projects.

Key Achievements:

• Co-founded and scaled a healthcare consulting and education company.
• Delivered 30+ training sessions impacting 200+ professionals.
• Developed 10+ clinical protocols adopted in Primary Care settings.
• Led strategic projects for healthcare providers and systems.
• Provided consulting and training for large organizations. Including Unimed Campinas, Unimed Goiânia, FIAT, and Braskem.
• Improved operational and clinical processes across institutions.

Completed residency in Family and Community Medicine. Provided comprehensive primary care in urban settings. Managed acute and chronic conditions across diverse populations.

Key Achievements:

• Delivered care to 1,000+ patients per year in high-demand settings
• Managed 20+ daily consultations across acute and chronic cases
• Led longitudinal care for complex and chronic patients
• Reduced unnecessary referrals through evidence-based decisions
• Improved care coordination within multidisciplinary teams
• Strengthened efficiency in Primary Health Care delivery

Invited lecturer in the Primary Health Care course. Taught medical students in early-stage clinical training. Focused on real-world healthcare systems and patient care.

Key Achievements:

• Delivered lectures to 100+ medical students per year
• Reached 250+ students across 2 academic years
• Trained students in community and family-centered care approaches
• Led 50+ case-based discussions on complex primary care scenarios
• Improved early exposure to Primary Care in undergraduate training
• Contributed to curriculum delivery at a top-ranked medical school

Worked on chatbot development for healthcare applications. Focused on improving patient interaction and automation.

Key Achievements:

• Developed AI-powered chatbots for healthcare applications
• Designed conversational flows to improve patient experience
• Integrated NLP into scalable digital health solutions
• Contributed to automation of patient communication
• Selected for leading startup acceleration programs. Including Lemonade, BioStartup Lab, and SEED
• Operated in high-growth, early-stage innovation environments

Founder and coordinator of the Academic League. Led initiatives to promote evidence-based healthcare education. Organized academic activities focused on clinical decision-making.

Key Achievements:

• Founded and structured the Academic League from scratch
• Engaged 100+ medical students in evidence-based practice training
• Organized 15+ sessions on critical appraisal and clinical reasoning
• Trained 250+ students in critical appraisal and clinical reasoning
• Strengthened integration between research and clinical practice
• Developed early competencies in data-driven healthcare decisions

Founder and coordinator of the Academic League. Led initiatives to promote Primary Health Care education. Organized academic activities and student training programs.

Key Achievements:

• Founded and scaled the Academic League from zero
• Engaged 200+ medical students in structured activities
• Organized 20+ educational events and clinical discussions
• Increased student exposure to Primary Care practice
• Acted as student representative in curriculum reform
• Contributed to changes in one of Brazil’s top medical schools