Experience

Idoven
• Spain
• Software Development
• 1 - 100 Employee
• Machine Learning Engineer

  • Mar 2023 - Present


Stanford University School of Medicine

• Hospitals and Health Care
• 1 - 100 Employee

• Research Engineer

  • Sep 2019 - Mar 2023

  - Applied Genome-Wide Association Studies, hypothesis testing, and regression analysis to study neuroautoimmune disorders.- Designed Transformers-based architectures to predict immune response activation through MHC complex and TCR in Narcolepsy.- Developed parallel computing pipelines to automate the imputation, preprocessing, and analysis of standardized genetic data.- Provided guidance and supervision to Ph.D. and post-doctoral projects related to machine learning and bioinformatics.- Managed Data and Biological Materials agreements with 10+ academic institutions and biotechnology companies. Show less

• Visiting Researcher

  • Jan 2019 - Aug 2019

  - Studied brain's electrical disturbances during sleep caused by stroke.- Conducted time-frequency analysis for the study of spectral and time-spectral features through the Continuous Wavelet Transform.- Performed statistical inference for the differentiation of statistically-significant features between the affected and a control population.- Predicted clinical variables and diagnosis through LASSO regression.



Odin Technologies

• United States
• Medical Equipment Manufacturing
• 1 - 100 Employee

• Vice President Of Engineering

  • Jan 2020 - Jun 2021

  - Participated in the development of the Hemolink, a smart-patch designed to diagnose and manage Compartment Syndrome. - Secured VC investment and partnership with Texas A&M and Purdue University by defining product development strategy. - Led the research efforts, designed and supervised research projects in collaboration with Houston Methodist Hospital. - Established and managed the Quality System of the Hemolink and developed user needs and technical specifications. - Developed the regulatory strategy for the commercialization of the Hemoflow in the USA based on FDA regulation and the CFR. Show less



Stanford Center for Precision Mental Health & Wellness (PMHW)

• United States
• Research Services
• 1 - 100 Employee

• Graduate Research Student

  • Apr 2019 - Jul 2019

  - Partnered with Dr. John Leikauf, MD. in the Stopwatch project, a collaboration between the PMHW and Apple intended to monitor and treat ADHD patients. - Studied the therapeutic effects of the Stopwatch in a small cohort of patients through statistical inference, showing a significant improvement in diagnostic scores within 4 weeks of treatment. - Partnered with Dr. John Leikauf, MD. in the Stopwatch project, a collaboration between the PMHW and Apple intended to monitor and treat ADHD patients. - Studied the therapeutic effects of the Stopwatch in a small cohort of patients through statistical inference, showing a significant improvement in diagnostic scores within 4 weeks of treatment.



DTU - Technical University of Denmark

• Denmark
• Research Services
• 700 & Above Employee

• Supervised Research Project

  • Jan 2018 - Dec 2018

  - Developed a Deep Learning classification algorithm for Brain-Computer Interfaces applied to a Movement Imaginary. - Computed RGB-like spectral images combining electroencephalography and topographic spectral images of the scalp. - Used a Recurrent Deep Convolutional Neural Network (PyTorch) to classify sequences of images. - Studied the accuracy of video-classification DCNN structures. - Developed a Deep Learning classification algorithm for Brain-Computer Interfaces applied to a Movement Imaginary. - Computed RGB-like spectral images combining electroencephalography and topographic spectral images of the scalp. - Used a Recurrent Deep Convolutional Neural Network (PyTorch) to classify sequences of images. - Studied the accuracy of video-classification DCNN structures.



École Polytechnique de Montréal

• Canada

• Intern

  • Jan 2017 - Apr 2017

  Internship in the Biomechanics Department, working on a left-ventricular geometrical reconstruction. - Assisted Prof. Delphine-Périe Curnier. - Segmented heart images for geometrical reconstruction. - Applied and studied the method of virtual fields. Internship in the Biomechanics Department, working on a left-ventricular geometrical reconstruction. - Assisted Prof. Delphine-Périe Curnier. - Segmented heart images for geometrical reconstruction. - Applied and studied the method of virtual fields.