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Jm T

data scientist, full stack dev, system architect

Trabaja a distancia desde Madrid

  • 40.4167
  • -3.70358
Proponer un proyecto El proyecto sólo comenzará si aceptas el presupuesto de Jm.
Proponer un proyecto El proyecto sólo comenzará si aceptas el presupuesto de Jm.

Localización y desplazamiento

Localización
Madrid, España
Trabajo a distancia
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Verificaciones

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Idiomas

Categorías

Habilidades (25)

  • BigData
  • Principiante Intermediario Confirmado
  • Frameworks
  • Principiante Intermediario Confirmado
  • Architecture
  • Principiante Intermediario Confirmado
  • API
    Principiante Intermediario Confirmado

Jm en pocas palabras

I studied mathematics and computer science and a postgraduate degree in data science and big data.

I worked for 5 years as a researcher in a hospital applying machine learning and artificial intelligence techniques to the study and prediction of diseases and treatments.
We built an NLP software that extracts knowledge from the electronic health records of patients and analyses the evolution of diseases and treatments.

I have been working from 3 years ago in a start-up that develops a 3D videogame for the detection and treatment of visual dysfunctions.

I have created +5 websites and integrated systems of automated and robotic processes.

I have worked on several more projects on data analysis with which I have been able to produce scientific papers that have been published.

- I am a data scientist by vocation.
(Basic and Advanced Statistics, Artificial Intelligence, Machine Learning, NeuralNetworks, NLP, Python, R, SQL, NoSQL)

- I am programmer from 8 years ago. (Web Developer, Webs, Apis, Microservices, Web3, JavaScript, ReactJS, Python, SQL and NoSQL Databases)

- I have +4 years of experience as a system and solutions architect and administrator, using dedicated servers or using cloud solutions. (Bash, Linux, Docker, Kubernetes, AWS, GCloud, IBMCloud)

"Any idea can be carried out by integrating and orchestrating the correct solutions for each of the processes so, together, they work as a whole."

Experiencia

E-HealthTS

Biotecnología

Director de I+D

Madrid, España

enero de 2020 - Hoy (2 años y 8 meses)

Data Scientist, Web developer, IT Architect and System Administrator at E-Health Technical Solutions.
Eye Tracking Video Games for visual alterations diagnosis and treatment. wivivision.com
- Data Science and Artificial Intelligence.
Head of design and implementation of:
 Statistical, data mining and machine learning techniques in the development of clinical studies related with the visual area.
 Time series processing and classification algorithms based on data mining deployed as web services to analyze and manage eye tracking.
 Eye tracking detection system based on web cameras deployed locally.
- System and software architect and developer.
Head of design and development of:
 Cloud based system of a Video Game system architecture
 Web based software integrated in Video Game system architecture
 Responsible of data and processes governance, quality and security for clinical licensed software.

UNIVERSIDAD POLITECNICA DE MADRID

Biotecnología

Investigador

Madrid, España

enero de 2016 - marzo de 2020 (4 años y 2 meses)

Data scientist and head of development of Medical Data Analysis (MEDAL) research group of the Center for Biomedical Technologies (CTB) of Universidad Politécnica de Madrid (UPM).
- Data Science.
Head of design and implementation of statistical, data mining and machine learning techniques in the development of clinical studies, in the extraction of clinical profiles or for the classification, prediction and analysis of factors and main components of the evolution of diseases, biomarkers or treatments
- NLP System and software architect and developer.
Head of design and development of the NLP system for the recognition of clinical concepts in the electronic health records for the generation of a structured knowledge data base from which to perform retrospective studies applying data analysis techniques.

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