プロフィール詳細

プロジェクトを作成

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Dr. Juan D.に依頼

United Kingdom

Medical Data Scientist and Engineer| Clinical trials, Preclinical studies, Oncology, Cardiology, Big Data, Google Cloud

プロフィール概要

I specialise in computational approaches to uncover insights from large mobile health datasets for cardiovascular risk assessment. I am also interested in survival models, PKPD modelling, language models (including data mining in EHR and genAI), and web app development for other researchers to use. I have extensive experience in industry implementing ML approaches and designing ML-centric industry-scale production software architectures, including MLOps & CICD. In the academic domain, I share my time between Imperial College London and Stanford research projects. In the industrial domain, I help industrial startups like ValueBase and Aktana —and charities such as Cancer Research UK (CRUK)—extract greater value from advanced data analyses. The rest of my time is dedicated to teaching companies how to design effective data ecosystems within Google Cloud on behalf of Google.

専門分野

• ☆ Computational Biology
• ☆ Biostatistics
• ☆ Mathematical Biology
• ☆ Data Analysis
• ☆ Computer Simulation/Computational Modeling
• ☆ Algorithm Design
• ☆ Predictive Modeling & Analytics
• ☆ Big Data Analytics
• ☆ Machine Learning
• ☆ Data Mining
• ☆ Data Cleaning
• ☆ Artificial Intelligence
• ☆ Matlab
• ☆ SQL
• ☆ Excel
• ☆ Tensorflow
• ☆ LaTex
• ☆ R
• ☆ Tableau
• ☆ Scikit-learn
• ☆ Hadoop
• ☆ Markup Languages
• ☆ Drug Development
• ☆ Small Molecule Drug Development
• ☆ Preclinical ADME/PK/PD
• ☆ Preclinical Research
• ☆ Preclinical Pharmacology
• ☆ Clinical Trials
• ☆ Clinical Trial Design
• ☆ Clinical Trials Data Analysis
• ☆ Oncology
• ☆ Chemotherapy
• ☆ Precision Medicine
• ☆ Cardiovascular Disease
• ☆ Vascular Medicine

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing, General Proofreading & Editing

Research Feasibility Study, Fact Checking, Scientific and Technical Research, Systematic Literature Review, Secondary Data Collection

Consulting Healthcare Consulting, Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Data Visualization, Big Data Analytics, Text Mining & Analytics, Data Mining, Data Cleaning, Data Processing, Data Insights

職務経験

Data Architect

NHS (UK)

10月 2025 - 現在

Stanford Medicine

2025 - 現在

Imperial College London

2024 - 現在

Data scientist and engineer

Freelancer

8月 2023 - 現在

Aktana

2019 - 2022

Lead Data Scientist

Fuel3D

5月 2018 - 2019

Data Scientist

GlaxoSmithKline Plc

8月 2016 - 5月 2018

Researcher

AstraZeneca Alderley Park

4月 2013 - 7月 2016

Research assistant

Technische Universität Berlin

2月 2012 - 3月 2013

学歴

Doctor of Philosophy (Physics)

University of Aberdeen

4月 2013 - 4月 2016

Process systems engineering (Erasmus) (DBTA)

Technische Universität Berlin

9月 2010 - 9月 2011

Chemical engineer (Chemical engineering)

Universidad Complutense de Madrid

9月 2006 - 9月 2010

認定資格

• Professional Machine Learning Engineer

  Google

  https://www.credly.com/badges/bb664c0f-f9e7-4ea7-94ca-d56095bd83d7/public_url

  2月 2026 - 現在

• Professional cloud architect

  Google

  https://www.credly.com/badges/b273922b-333b-4d9c-b705-44436a94d980

  12月 2025 - 現在

• Authorised cloud trainer

  Google

  9月 2024 - 現在

• Professional Data Engineer

  Google

  https://www.credly.com/badges/a26e7662-ea6e-4262-9c93-533ec5183cb3/linked_in_profile

  9月 2024 - 9月 2026

出版物

JOURNAL ARTICLE

Alexander M K Rothman, Sofia Villar, Jennifer Middleton, Andreas A Roussakis, Frances Varian, Hamza Zafar, Martin Law, Jane Apperley, Imke H Bartelink, Medhat M Said, et al.(2025). Positioning imatinib for pulmonary arterial hypertension: a dose finding phase 2 study . American Journal of Respiratory and Critical Care Medicine. 211. (6). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1018--1027. American Thoracic Society

Juan Delgado-SanMartin, Matthew Bogyo, Beate Ehrhardt, Marcin Paczkowski, Sean Hackett, Andrew Smith, Wajahat Waraich, James Klatzow, Adeala Zabair, Anna Chabokdast, et al. (2019). An innovative non-invasive technique for subcutaneous tumour measurements . PLOS ONE.

Juan Delgado-SanMartin, Beate Ehrhardt, Marcin Paczkowski, Sean Hackett, Andrew Smith, Wajahat Waraich, James Klatzow, Adeala Zabair, Anna Chabokdast, Leonardo Rubio-Navarro, et al.(2019). An innovative non-invasive technique for subcutaneous tumour measurements . PLoS ONE. 14. (10). PUBLIC LIBRARY SCIENCE

J. A. Delgado-SanMartin, J. I. Hare, E. J. Davies, J. W. T. Yates(2017). Multiscalar cellular automaton simulates in-vivo tumour-stroma patterns calibrated from in-vitro assay data . BMC Medical Informatics and Decision Making. 17. (1). Springer Nature

J A Delgado-SanMartin, J I Hare, E J Davies, J W T Yates(2017). Multiscalar cellular automaton simulates in-vivo tumour-stroma patterns calibrated from in-vitro assay data . BMC Medical Informatics and Decision Making. 17. (ARTN 70). BMC

Emma Davies, Meng Dong, Matthias Gutekunst, Katja Narhi, Hanneke J A A van Zoggel, Sami Blom, Ashwini Nagaraj, Tauno Metsalu, Eva Oswald, Sigrun Erkens-Schulze, et al.(2015). Capturing complex tumour biology <i>in vitro</i>: histological and molecular characterisation of precision cut slices . Scientific Reports. 5. (ARTN 17187). NATURE PORTFOLIO

Delgado-SanMartin JA, Hare JI, de Moura AP, Yates JW, PLoS computational biology, 2015, vol. 11, no. 10, pp. e1004550 .

Juan A Delgado-SanMartin, Jennifer I Hare, Alessandro P S de Moura, James W T Yates(2015). Oxygen-Driven Tumour Growth Model: A Pathology-Relevant Mathematical Approach . PLoS Computational Biology. 11. (10). PUBLIC LIBRARY SCIENCE

Juan A Delgado San Martin, Jennifer I Hare, James W T Yates, Simon T Barry(2015). Tumour stromal morphology impacts nanomedicine cytotoxicity in patient-derived xenografts . Nanomedicine: Nanotechnology, Biology, and Medicine. 11. (5). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1247--1252. ELSEVIER SCIENCE BV

J A Delgado San Martin, P Worthington, J W T Yates(2015). Non-invasive 3D time-of-flight imaging technique for tumour volume assessment in subcutaneous models . Laboratory Animals. 49. (2). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 168--171. SAGE PUBLICATIONS INC

Delgado San Martin, Juan A, et al. "Tumour stromal morphology impacts nanomedicine cytotoxicity in patient-derived xenografts." Nanomedicine: Nanotechnology, Biology and Medicine 11.5 (2015): 1247-1252 .

Davies EJ, Dong M, Gutekunst M, Närhi K, van Zoggel HJ, Blom S, Nagaraj A, Metsalu T, Oswald E, Erkens-Schulze S, Delgado San Martin JA, Turkki R, Wedge SR, af Hällström TM, Schueler J, van Weerden WM, Verschuren EW, Barry ST, van der Kuip H, Hickman JA, Scientific reports, 2015, vol. 5, pp. 17187 .

Juan Antonio Delgado San Martin, Mariano Nicolas Cruz Bournazou, Peter Neubauer, Tilman Barz(2014). Mixed integer optimal control of an intermittently aerated sequencing batch reactor for wastewater treatment . Computers and Chemical Engineering. 71. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 298--306. PERGAMON-ELSEVIER SCIENCE LTD

Delgado San Martin, JA, P. Worthington, and J. W. T. Yates. "Non-invasive 3D time-of-flight imaging technique for tumour volume assessment in subcutaneous models." Laboratory animals (2014): 0023677214562653 .

Delgado San Martín, Juan Antonio, et al. "Mixed integer optimal control of an intermittently aerated sequencing batch reactor for wastewater treatment." Computers & Chemical Engineering 71 (2014): 298-306 .

OTHER

Juan Delgado-SanMartin, Beate Ehrhardt, Marcin Paczkowski, Sean Hackett, Andrew Smith, Wajahat Waraich, James Klatzow, Adeala Zabair, Anna Chabokdast, Leonardo Rubio-Navarro, et al.(2019). An innovative non-invasive technique for subcutaneous tumour measurements .

Juan Delgado-SanMartin, Beate Ehrhardt, Marcin Paczkowski, Sean Hackett, Andrew Smith, Wajahat Waraich, James Klatzow, Adeala Zabair, Anna Chabokdast, Leonardo Rubio-Navarro, et al.(2019). An innovative non-invasive technique for subcutaneous tumour measurements . Cold Spring Harbor Laboratory