Ambitious, creative and self-confident sports biomechanics student which have the biomedical engineering bachelor. I learned so much in the bachelor but my favourite part was the data analysis in health. Moreover, I am a social person and I liked being in contact with medical staff in my clinical rotations.What motivated me to study this master was the possibility of preventing sports injuries and enhancing sports performance to contribute to improving athletes' life quality. I believe in a future where artificial intelligence will predict non-contact sports injuries improving athletes' health, that's why I'm passionate about sports biomechanics and sports data analysis. At the same time as I worked on my studies, I have been playing basketball for years, which has taught me the importance of team work and communication skills. Also, my passion in cooking helped developed my perseverance and creativity skills.I worked like a biomechanicist in a high performance sports center, a data analyst/researcher in an university working together with a professional soccer team and a biomedical engineer intern in a hospital. I set a goal thanks to these jobs, my main goal: work for professional sports team to help them to be better at health and performance. I would like to implement algorithms to prevent injuries and improve their performance based in biomechanics and machine learning. Moreover, I would like to work in a hospital helping medical staff and patients through algorithms, control of the biomedical equipment or doing some biomedical research.My goals in short-term are enrolling in a master of Artificial intelligence applied to sports and keep developing my soccer injury prediction machine learning algorithm of my final bachelor degree project. To achieve these I have been in contact with professional sports people who are helping me in the data analysis and determining which variables are more important. Furthermore, I would do a biomechanical analysis of my basketball partners to make a injury prevention and performance plan to implement to them. These biomechanical analysis would be done with mobility tests, forces tests like force-velocity profile evaluated with MyJumpLab, Kinovea and scientific research.
-
Research AssistantUniversidad Ceu San Pablo -
Research AssistantUniversidad Ceu San Pablo Nov 2024 - Present -
Data Research AnalystObradoiro Cab Oct 2023 - Mar 2024Management of a postgresql database with more than 100.000 data about basket actions in 3 European basketball leagues such as Endesa, Euroleague and Eurocup. Design and creation of basketball expected points model together with Obradoiro's data analyst. Use of sklearn in pandas to implement machine learning and clustering algorithms and PCA for the project with results of 70% accuracy in the prediction of points. -
Field Services EngineerAbbott Jun 2023 - Dec 2023Madrid, Community Of Madrid, SpainReview and preparation of analytical systems and components in the offices for subsequent installation in hospitals.On-site technical support to the clinical team of large automated laboratories in instrumentation management.Accompanying the team of service engineers throughout Spain in installation and maintenance activities.Acquired all the necessary certifications to support the products I worked with. -
Biomechanicist/BiomechanistRx2 Sports & Health Center Jan 2023 - Feb 2023Pozuelo De Alarcón, Comunidad De Madrid, EspañaBiomechanics analysis with 5 top sports biomechanics technologies: XSENS, SIMI, 1080 motion sprint, Hawking Dynamics force plates and Visual 3D to injury prevention, enhance of sports performance and improve the rehab process through 100% individualized plans. Acquired biomechanical knowledge from 6 different sports: soccer, basketball, cycling, athletics, gymnastics & golf. Cooperated with a multidisciplinar team of 5 professionals: kinesiologist, psychologist, geneticist, doctor and engineer. -
Data ScientistGrupo Igoid Feb 2022 - Jun 2022Uclm, Toledo, EspañaData visualization and analysis with RStudio, Tableau and Excel of 2 professional spanish soccer teams, U.D. Las Palmas and F.C. Barcelona lower categories (from U16 team to 2nd senior team). Medical and soccer data visualization & analysis of more than 50 professional and 100 young professional soccer players of 2 different clubs in the last 4 seasons. Creation of 10 databases, clinical-sport types with Excel. I automate several R-algoritms for the data analysis, reducing the 20% of execution time. Load-management of players determining who has more injury risk analyzing the different type of cycle (7 , 14 or 28 days).Moreover, I took part in a project based on the study of the difference in the profile force-velocity between pre-COVID illness and post. After this it was concluded that there was a difference of 10% decrease in the force while the velocity maintains aproximately constant. -
Biomedical EngineerHospital Universitario Del Sureste Feb 2022 - Jun 2022Arganda Del Rey, Comunidad De Madrid, EspañaClinical rotation and technical knowlegde of the medical devices of 20 different departments: pediatrics, ICU, dialysis, management, radiology, general surgery, pharmacy, public health, rehabilitation, occupational therapy and otorhinolaryngology.Hospital project: development of a ICU COVID discharge prediction algoritm in Python. Data visualization and analysis with correlation matrix of the differente variables. The variables which have more importance were Acute Physiology and Chronic Health Evaluation II (APACHE II) and Simplified Acute Physiology Score III (SAPS 3) with p-values <0.05. To sum up, the metrics of the Logistic Regression were: 0.75 of precision, 0.72 of recall and 0.69 f1-score to predict the ICU COVID discharge.
Carlos Quintana Matoses Education Details
-
Msc In Sports Biomechanics -
Master Of Artificial Intelligence Applied To Sports -
Biomedical Engineering -
Biomedical Engineering
Frequently Asked Questions about Carlos Quintana Matoses
What company does Carlos Quintana Matoses work for?
Carlos Quintana Matoses works for Universidad Ceu San Pablo
What is Carlos Quintana Matoses's role at the current company?
Carlos Quintana Matoses's current role is Research Assistant.
What schools did Carlos Quintana Matoses attend?
Carlos Quintana Matoses attended Universidad Ceu San Pablo, Sports Data Campus, Universidad Rey Juan Carlos, Technische Hochschule Lübeck.
Free Chrome Extension
Find emails, phones & company data instantly
Aero Online
Your AI prospecting assistant
Select data to include:
0 records × $0.02 per record
Download 750 million emails and 100 million phone numbers
Access emails and phone numbers of over 750 million business users. Instantly download verified profiles using 20+ filters, including location, job title, company, function, and industry.
Start your free trial