Opioid stewardship after orthopedic surgery
Cohort definition and extraction in progress.
Study scope & statusMD candidate · UFMG · Class of 2026
Clinical questions.
Careful evidence. Useful tools.
I’m a final-year medical student in Brazil, developing my work in anesthesiology, clinical research, and health technology.

Felipe de Carvalho Figueiredo
Medical student, UFMGClinical direction
My principal clinical interest is anesthesiology. I’m interested in how evidence can inform decisions in perioperative and critical care, and how technology can support the people making them.
My experience spans preclinical cardiovascular research, a transplant microbiome cohort, evidence synthesis, and a 10-week clinical clerkship at CHU Lille in France.
More about my backgroundResearch in progress
Cohort definition and extraction in progress.
Study scope & statusMonte Carlo simulations in progress.
Study scope & statusThese studies are ongoing. Protocol registration and planned validation do not establish clinical effectiveness.
Training & experience
Medical training
Final-year clinical training with a principal interest in anesthesiology, perioperative medicine, and care of critically ill patients.
Expected Dec 2026International clinical clerkship
Completed a 10-week clerkship in Burn Anesthesia and Cardiothoracic Anesthesia at a tertiary academic referral center.
2026Assistant Editor and Healthcare Consultant
Authors evidence-based clinical educational content, reviews large-language-model outputs, and contributes clinical-domain expertise to digital tools for medical education and bedside information retrieval.
Jan 2026 — presentOpen-source project · Medical education
Clinia organizes clinical notes and case-log workflows during medical internship rotations. The September CV reports approximately 200 users across multiple Brazilian medical schools.
Educational workflow software. No clinical validation or patient-care benefit is claimed.
Explore CliniaFrom the notebook
· 3 min
What a clinical internship tool should make easier, how to keep its scope clear, and why adoption and clinical benefit are different claims.
· 2 min
Before evaluating a warning model, define when its inputs become available, when a decision is made, and what the warning could change.
· 2 min
Why careful question framing matters before searches, statistical models, or polished figures enter an evidence-synthesis project.
Research · Mentorship · Collaboration