Axel Vanraes is a co-founder and engineer with a decade of experience building machine learning and data-driven products, now focused on making clinical data capture and analytics accessible to clinicians through Tiro.health. He combines hands-on ML and signal-processing experience from roles at Yazzoom and Smappee with an electrical engineering background from KU Leuven and EPFL to design pragmatic, interoperable health software using FHIR and SNOMED CT. Axel’s work bridges clinicians and developers, turning real-world clinical workflows into structured, API-first data that breaks down EHR silos. Previously he applied kernel methods and neural networks to non-intrusive load monitoring and industrial monitoring problems, giving him a strong grounding in noisy, real-world signal analytics. Based in Ghent, he pairs technical depth with product intuition—prioritizing clinician usability alongside rigorous data standards to enable research-grade real-world evidence.
10 years of coding experience
5 years of employment as a software developer
MSc. Electrical Engineering, MSc. Electrical Engineering at KU Leuven
MSc in Electrical Engineering, MSc in Electrical Engineering at EPFL
Science - Mathematics, Science - Mathematics at Sint-Barbara College
Toolkit for efficient and pythonic FHIR resource manipulation
Contributions:80 commits, 54 pushes, 6 branches in 9 months
manipulationpythonfhirpydantichealthcare
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