Habilidades profesionales (50)
Jose Antonio en pocas palabras
Jose Antonio Jimenez is an Computer Engineer by the University of Seville, with more than 20 years of experience in the IT, Engineering, Energy & Utilities and Health care sector, in multinational companies such as Accenture or Capgemini. He has a wide experience in the management of results-oriented teams and large software lifecycle projects. Machine learning and Data scientist learned in Stanford University courses. Experienced in e-Health solution under biomedical researchers’ advising, aiming to develop eHealth products based on AI models.
Experiencia
- GestampDATA SCIENTIST & DATA ENGINEERenero de 2020 - Hoy (5 años y 6 meses)Spain• Digitalization and Advanced Analytics in the Automotive industry• Development of Big Data & Analytics architectures in Azure: Data Factory, Data Bricks, Rabbit Queues, Kafka, SCADA, Power BI• Lead strategic projects of Business Intelligence from Scratch• Defining Big Data & Analytics architectures• PoC of the exploitation alternatives of advanced analytical systems• Attention to the incidents reported by the business areas in the analytical part: delta tables, acquisition, processing• Training of teams of Data analysts and scientists of the company• Watershed Advanced Analytical Digitalization• Model training, parameterization, validation and deployment of Machine Learning models in MS Azure (ML Studio)• Development of data ingestion / cleansing (ETL/ELT), models selection, prediction, simulation, alerts and dashboards processes• Building models and UX with Python, Scikit-Learn, Matplotlib, OpenCV, TensorFlow, Keras, Power BI• Development of Machine Learning algorithms for research challenges of economic complexity at the Joint Research Center (JRC), the science and knowledge service of the European Commission ▫ Economic analysis of investment in R&D in the European territory (Patent Matching) ▫ Development of simulation models and prediction of complex European energy scenarios (SIACES)
- SevilleAI-DRIVER IN HEALTH AND BIOTECHNOLOGYBIOTECNOLOGÍAmayo de 2016 - Hoy (9 años y 2 meses)Seattle, WA, USARESEARCH CENTERS (IBIS, HELICON HEALTH LIMITED UK) (FREELANCE)• Lead Data Scientist at a global leader in health and nutrition applying bioscience to improve the health of people, animals and the planet.• Engineering Leader at an innovative US company seeking to aggregate knowledge across patients, their caregivers, clinicians and researchers through the data. Visual capture the entire cancer history of patients by compiling medical records from all of their oncologists into a single comprehensive platform.• Researcher - contributor of the of the Virgen del Rocío University Hospital, Cardiovascular and Respiratory Pathology research group (IBIS): models for predicting states and exacerbations of patients with COPD. Multivariate models (Emergency admissions, pollen levels, influenza epidemic data, air quality and economy)• Researcher - contributor of the Virgen del Rocío University Hospital, Neuropeptides Research Laboratory (IBIS): SARS-CoV-2 virus proteins and homologous peptides(COVID-19 disease).• Researcher author on the classification by NIR spectroscopy and determination of Substance P, Hemokinin-1 and NK1-R. Antagonistic efects and disease control.• PhD student in the Research Group in Electronic Technology and Industrial Computing (TIC-150) at the University of Seville, Spain: electrochemical impedance spectroscopy (EIS) applied to humans Identification and measurement of biological substances.• Entity and collaboration agreements: Influenza Surveillance System in Spain of Carlos III Institute of Health (ISCiii), Information and observation of air quality in the European environment Network (Eionet), Information and Statistics Unit of Health Care Health of the Ministry of Health.• Data scientist in machine learning and AI techniques (PCA, K-means, decision trees and NN).Business or Sector Professional, scientific and technical activities Linkhttps://heliconhealth.co.uk/
- UST GLOBALBIG DATA & ANALYTICS COE LEAD (DATA SCIENTIST LEAD)TELECOMUNICACIONESabril de 2019 - enero de 2020 (10 meses)Madrid, España- Big data & Analytics Center of Excellence Lead- Data scientist: Network Traffic monitoring (Predictions,trends and prescriptive actions)- Advanced Analytic Consultant: Customer Service Dashboard solutions andSmart Informational processes.- Pre-sales activities in Big data & Analytics & Data Science domain.
Recomendaciones externas
Formación
- MSD COMPUTER ENGINEERUniversity of Seville1996MSD COMPUTER ENGINEER
Certificados
- MACHINE LEARNING CERTIFICATESTANFORD UNIVERSITY2016