Vicente Peris Sempere
@vipese
Experienced Senior Machine Learning Engineer specializing in AI-driven healthcare solutions.
What I'm looking for
I am a Senior Machine Learning Engineer with a strong focus on AI-driven healthcare solutions. My expertise lies in developing Python-based machine learning tools and optimizing cloud-based ETL pipelines. I have a proven track record of leading distributed model training and enhancing the efficiency of AI models through GPU-based computing. My passion for using AI to drive real-world healthcare impact motivates me to accelerate clinical decision-making and improve patient outcomes.
Throughout my career, I have collaborated closely with data scientists and architecture engineers to meet both research and production needs. At Idoven, I engineered scalable ML infrastructure and led the development of parallel libraries for dataset generation and AI model training. My previous role at Stanford University School of Medicine allowed me to contribute to significant medical breakthroughs through statistical analysis and the development of machine learning models for health condition prediction.
Experience
Work history, roles, and key accomplishments
Senior Machine Learning Engineer
Idoven
Mar 2023 - Present (2 years 4 months)
Developed and optimized Python-based internal ML tools and libraries, collaborated with Data Scientists and Architecture Engineers, and maintained scalable cloud-based ETL pipelines. Led the development of GPU-based libraries for dataset generation and AI model training.
Senior Data Scientist
Stanford University School of Medicine, Mignot Sleep Lab
Nov 2019 - Mar 2023 (3 years 4 months)
Conducted statistical analysis in neurogenetic studies, designed automated pipelines for data preprocessing, and developed machine learning models to predict health conditions. Mentored researchers and managed data protocols.
Lead Engineer
Odin Technologies
Jan 2020 - Jun 2021 (1 year 5 months)
Developed and patented The Hemolink, an AI-based smart patch for diagnosing Compartment Syndrome. Secured venture capital and led research initiatives in collaboration with Houston Methodist Hospital.
Education
Degrees, certifications, and relevant coursework
Stanford University
Biomedical Engineering
2019 - 2019
Visiting Research Student.
Technical University of Denmark
Master of Science, Biomedical Engineering
2017 - 2019
Focus on medical data science and AI with applications to digital health. Sub-specialized in genetics and bioinformatics.
Université Polytechnique de Montréal
Biomedical Engineering
2017 - 2017
Erasmus K+107 program.
Universidad Politécnica de Valencia
Bachelor of Science, Biomedical Engineering
2013 - 2017
Focus on medical devices and bioelectronics. Specialized in cardiac biomechanics.
Availability
Location
Authorized to work in
Social media
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