Automation and Machine Learning
I'm passionate about optimizing and automating complex tasks to ensure people's well-being and improve their quality of life through intelligent systems and data-driven solutions.
ML in Healthcare
Explainable AI models for clinical decision support and patient safety
Embedded Systems
Firmware development, sensor integration, and real-time systems
PCB Design
Custom Altium PCB design for test fixtures and embedded applications
Automation
Test automation, robotics, and autonomous system development
Core Accomplishments
From healthcare AI to embedded systems, leadership to research — building technology that prioritizes patient safety and meaningful outcomes.
CareFuse Outcomes
Calibrated LR, AUC ≈ 0.93 (50 multi-seed), SHAP explanations, insurer audit integration.
Learn moreEmbedded to Autonomy
From DeWALT test fixtures & PCBs to TREC & CMAR robotics and sonar pipelines.
View experienceLeadership & Community
ECE Ambassadors outreach; Cru, BYX; club soccer teamwork.
See involvement"Surgery should prove benefit before we accept its risks. MCID-first thinking protects patients."— Yuri Braga