プロフィール詳細

プロジェクトを作成

★★★★★

☆☆☆☆☆

★★★★★

☆☆☆☆☆

Dr. Juan Luis H.に依頼

Spain

Senior Data Scientist & Research Data Engineer | ETL, Statistical Modeling, Reproducible Reporting, AI Workflows

プロフィール概要

I help research teams, startups, and technical organizations turn complex data into reproducible analyses, automated workflows, and decision-ready outputs. My work covers ETL, statistical modeling, R/Python reporting, survey and people-analytics pipelines, research data processing, applied machine learning, and AI-assisted workflows. I focus on validation, QA, documentation, and maintainable handover so clients can inspect, rerun, and trust the results. Selected public proof includes HF-EOLUS open outputs covering GeoParquet/STAC data products, Sentinel-1 SAR ingestion, ANN wind inversion workflows, and wind-resource tooling; long-running R/ETL/reporting work for research and organizational analytics; and public GitHub portfolio examples for scraping, PDF/OCR extraction, workbook automation, and reviewable AI workflows.

専門分野

• ★ Big Data Analytics
• ★ Applied Statistics
• ☆ Data Analysis
• ☆ Predictive Modeling & Analytics
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Cluster Analysis
• ☆ Data Visualization
• ☆ Data Collection
• ☆ Data Management
• ☆ Data Manipulation
• ☆ Machine Learning
• ☆ Data Cleaning
• ☆ Neural Networks
• ☆ Artificial Intelligence
• ☆ Statistics
• ☆ Social Statistics
• ☆ Regression Analysis
• ☆ Multivariate Analysis
• ☆ Nonlinear Regression
• ☆ Correlation Analysis
• ☆ Spatial Statistics
• ☆ Oceanography & Marine Science

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing

Research Scientific and Technical Research

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Data Visualization, Big Data Analytics, Data Cleaning, Data Processing

職務経験

Self Employed

1月 2013 - 現在

Research Assitant

University of Vigo

8月 2008 - 1月 2013

学歴

Mathematics

UNED

9月 2017 - 現在

Ph.D. in Physical Oceanography

University of Vigo

6月 2000 - 6月 2008

Marine sciences

University of Cádiz

9月 1995 - 6月 1999

認定資格

• Expert in Advanced Methods in Applied Statistics

  UNED

  https://formacionpermanente.fundacion.uned.es/ajax/ops.php?espacio=exportacion&clase=Doc&funcion=certificado&var1=30G2+FPp10BVmN5SjbqPt&json=0&op=accion

  10月 2021 - 現在

• Statistical Analysis of Spatial Data and Shapes

  UNED

  https://formacionpermanente.fundacion.uned.es/ajax/ops.php?espacio=exportacion&clase=Doc&funcion=certificado&var1=2wp4+FPygsw3sQJQ7Wx0t&json=0&op=accion

  5月 2021 - 現在

出版物

DATA MANAGEMENT PLAN

Juan Luis Herrera Cortijo, Adrián Fernández-Baladrón, Gabriel Rosón, Miguel Gil Coto, Jesús Dubert, Ramiro Varela Benvenuto(2025). HF-EOLUS Project GeoParquet & STAC Specifications . Zenodo. Zenodo

REPORT

Juan Luis Herrera Cortijo, Adrián Fernández-Baladrón, Gabriel Rosón, Miguel Gil Coto, Jesús Dubert, Ramiro Varela Benvenuto(2025). HF-EOLUS Project Results Overview . Zenodo

Juan Luis Herrera Cortijo, Adrián Fernández-Baladrón, Gabriel Rosón, Miguel Gil Coto, Jesús Dubert, Ramiro Varela Benvenuto(2025). HF-EOLUS. Task 2. HF-Radar Wind Inversion Models and Results for VILA and PRIO Stations . Zenodo

Juan Luis Herrera Cortijo, Adrián Fernández-Baladrón, Gabriel Rosón, Miguel Gil Coto, Jesús Dubert, Pedro Montero, Ramiro Varela Benvenuto(2025). Project HF-EOLUS. Task 2. Obtaining Radial Metrics from INTECMAR's VILA and PRIO Stations' Spectra . Zenodo. Zenodo

DATA SET

Juan Luis Herrera Cortijo, Adrián Fernández-Baladrón, Gabriel Rosón, Miguel Gil Coto, Jesús Dubert, Ramiro Varela Benvenuto(2025). HF-EOLUS. Task 5. Wind Resource Estimation Results . Zenodo

Juan Luis Herrera Cortijo, Adrián Fernández-Baladrón, Gabriel Rosón, Miguel Gil Coto, Jesús Dubert, Ramiro Varela Benvenuto(2025). HF-EOLUS. Task 3. MeteoGalicia Wind Interpolation Outputs . Zenodo

Juan Luis Herrera Cortijo, Adrián Fernández-Baladrón, Gabriel Rosón, Miguel Gil Coto, Jesús Dubert, Ramiro Varela Benvenuto(2025). Project HF-EOLUS. Task 2. Aggregated SAR and HF-Radar Radial Metrics for Wind-Inversion Model Training . Zenodo

Juan Luis Herrera Cortijo, Adrián Fernández-Baladrón, Gabriel Rosón, Miguel Gil Coto, Jesús Dubert, Ramiro Varela Benvenuto(2025). Project HF-EOLUS. Task 2. VILA & PRIO Radial Metrics GeoParquet Dataset . Zenodo

Project HF‑EOLUS. Task 1. Puertos del Estado Vilano Buoy Data Bundle (GeoParquet + STAC) @misc{https://doi.org/10.5281/zenodo.17098037, doi = {10.5281/ZENODO.17098037}, url = {https://zenodo.org/doi/10.5281/zenodo.17098037}, author = {Herrera Cortijo, Juan Luis and Fernández-Baladrón, Adrián and Rosón, Gabriel and Gil Coto, Miguel and Dubert, Jesús and Varela Benvenuto, Ramiro}, title = {Project HF‑EOLUS. Task 1. Puertos del Estado Vilano Buoy Data Bundle (GeoParquet + STAC)}, publisher = {Zenodo}, year = {2025}, copyright = {GNU General Public License v3.0 or later}} .

Project HF‑EOLUS. Task 1. Sentinel‑1 SAR Derived Data Bundle (GeoParquet + STAC) @misc{https://doi.org/10.5281/zenodo.17007304, doi = {10.5281/ZENODO.17007304}, url = {https://zenodo.org/doi/10.5281/zenodo.17007304}, author = {Herrera Cortijo, Juan Luis and Fernández-Baladrón, Adrián and Rosón, Gabriel and Gil Coto, Miguel and Dubert, Jesús and Varela Benvenuto, Ramiro}, title = {Project HF‑EOLUS. Task 1. Sentinel‑1 SAR Derived Data Bundle (GeoParquet + STAC)}, publisher = {Zenodo}, year = {2025}, copyright = {GNU General Public License v3.0 or later}} .

Juan Luis Herrera Cortijo, Adrián Fernández-Baladrón, Gabriel Rosón, Miguel Gil Coto, Jesús Dubert, Pedro Montero, Ramiro Varela Benvenuto(2025). PRIO LLUV Radial Metrics Dataset Computed Using SeaSondeR R Package . Zenodo

Juan Luis Herrera Cortijo, Adrián Fernández-Baladrón, Gabriel Rosón, Miguel Gil Coto, Jesús Dubert, Pedro Montero, Ramiro Varela Benvenuto(2025). VILA LLUV Radial Metrics Dataset Computed Using SeaSondeR R Package . Zenodo

SOFTWARE

Juan Luis Herrera Cortijo, Adrián Fernández-Baladrón, Gabriel Rosón, Miguel Gil Coto, Jesús Dubert, Ramiro Varela Benvenuto(2025). HF EOLUS Wind Resource Toolkit (0.2.0) . Zenodo. Zenodo

Juan Luis Herrera Cortijo, Adrián Fernández-Baladrón, Gabriel Rosón, Miguel Gil Coto, Jesús Dubert, Ramiro Varela Benvenuto(2025). GOFUVI/hf-eolus-interpolation-toolkit: HF-EOLUS Wind Interpolation Toolkit for MeteoGalicia models output . Zenodo. Zenodo

Juan Luis Herrera Cortijo, Adrián Fernández-Baladrón, Gabriel Rosón, Miguel Gil Coto, Jesús Dubert, Ramiro Varela Benvenuto(2025). HF-EOLUS HF-Radar Wind Inversion Toolkit for Artificial Neural Networks Training and Inference (v0.1.1) . Zenodo. Zenodo

HF‑EOLUS Geospatial Processing Tools (v0.1.0) @misc{https://doi.org/10.5281/zenodo.17104923, doi = {10.5281/ZENODO.17104923}, url = {https://zenodo.org/doi/10.5281/zenodo.17104923}, author = {Herrera Cortijo, Juan Luis and Fernández-Baladrón, Adrián and Rosón, Gabriel and Gil Coto, Miguel and Dubert, Jesús and Varela Benvenuto, Ramiro}, title = {HF‑EOLUS Geospatial Processing Tools (v0.1.0)}, publisher = {Zenodo}, year = {2025}, copyright = {GNU General Public License v3.0 only}} . Zenodo.

Juan Luis Herrera Cortijo, Adrián Fernández-Baladrón, Gabriel Rosón, Miguel Gil Coto, Jesús Dubert, Ramiro Varela Benvenuto(2025). HF-EOLUS Sentinel-1 SAR Ingestion Pipeline (GeoParquet + STAC) (v0.1.3) . Zenodo. Zenodo

Juan Luis Herrera Cortijo, Adrián Fernández-Baladrón, Gabriel Rosón, Miguel Gil Coto, Jesús Dubert, Ramiro Varela Benvenuto(2025). Project HF-EOLUS. Task 2. HF-Radar Radial Metrics Ingestion Pipeline (GeoParquet + STAC) (v0.1.1) . Zenodo. Zenodo

Project HF‑EOLUS. Task 1. Puertos del Estado Buoy Ingestion Pipeline (v0.1.0) @misc{https://doi.org/10.5281/zenodo.17097948, doi = {10.5281/ZENODO.17097948}, url = {https://zenodo.org/doi/10.5281/zenodo.17097948}, author = {Herrera Cortijo, Juan Luis and Fernández-Baladrón, Adrián and Rosón, Gabriel and Gil Coto, Miguel and Dubert, Jesús and Varela Benvenuto, Ramiro}, title = {Project HF‑EOLUS. Task 1. Puertos del Estado Buoy Ingestion Pipeline (v0.1.0)}, publisher = {Zenodo}, year = {2025}, copyright = {GNU General Public License v3.0 only}} . Zenodo.

Juan Luis Herrera Cortijo, Adrián Fernández-Baladrón, Gabriel Rosón, Miguel Gil Coto, Jesús Dubert, Ramiro Varela Benvenuto(2025). SeaSondeR: Radial Metrics from SeaSonde HF-Radar Data . Zenodo. Zenodo

Juan Luis Herrera Cortijo, Adrián Fernández-Baladrón, Gabriel Rosón, Miguel Gil Coto, Jesús Dubert, Ramiro Varela Benvenuto(2025). Complete Batch Processing of SeaSonde HF-Radar Spectra Files on AWS with SeaSondeR R Package . Zenodo. Zenodo

DISSERTATION THESIS

Juan Luis Herrera Cortijo, Adrián Fernández-Baladrón, Ramiro Varela Benvenuto(2020). Interrelationships between Surface Circulation and Wind in the Ría de Vigo . Zenodo

OTHER

Juan Luis Herrera Cortijo(2020). Response to referee comments . Copernicus {GmbH}

Juan Luis Herrera Cortijo(2020). Response to referee comments . Copernicus {GmbH}

Juan L. Herrera, Jose González, Fiz F. Pérez, Gabriel Rosón, Ramiro A. Varela(2020). First automatic pH measurements in the bottom layer of the Ria de Vigo (NW Spain) . Copernicus {GmbH}

JOURNAL ARTICLE

J.L. Herrera, J. González, R.A. Varela (2019). Measuring a Lagrangian drifter’s slip with an onboard ADCP . MethodsX.

Villacieros-Robineau, N., Herrera, J.L., Castro, C.G., Piedracoba, S., Roson, G.(2013). Hydrodynamic characterization of the bottom boundary layer in a coastal upwelling system (Ría de Vigo, NW Spain) . Continental Shelf Research. 68. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 67-79.

González, J., Herrera, J.L., Varela, R.A.(2012). A design proposal of real-time monitoring stations: Implementation and performance in contrasting environmental conditions,Propuesta de un diseño de estación de monitorización en tiempo real: Implementación y rendi¬miento en diferentes condiciones ambientales . Scientia Marina. 76. (SUPPL.1). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 235-248.

Aranguren-Gassis, M., Serret, P., Fernández, E., Herrera, J.L., Domínguez, J.F., Pérez, V., Escanez, J.(2012). Balanced plankton net community metabolism in the oligotrophic North Atlantic subtropical gyre from Lagrangian observations . Deep-Sea Research Part I: Oceanographic Research Papers. 68. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 116-122.

Aranguren-Gassis, M., Serret, P., Fernández, E., Herrera, J.L., Domínguez, J.F., Pérez, V., Escanez, J.(2011). Corrigendum to "Production and respiration control the marine microbial metabolic balance in the eastern North Atlantic subtropical gyre" [Deep-Sea Research Part I: Oceanographic Research Papers 58 (7) (2011) 768-775] . Deep-Sea Research Part I: Oceanographic Research Papers. 58. (12). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1205.

Aranguren-Gassis, M., Serret, P., Fernández, E., Herrera, J.L., Domínguez, J.F., Pérez, V., Escanez, J.(2011). Production and respiration control the marine microbial metabolic balance in the eastern north atlantic subtropical gyre . Deep-Sea Research Part I: Oceanographic Research Papers. 58. (7). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 768-775.

J.L. Herrera, R.A. Varela, G. Rosón(2008). Spatial variability of the barotropic M2 constituent tidal current over the Rías Baixas Galician shelf (NW Spain) . Journal of Marine Systems. 72. (1-4). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 189--199. Elsevier {BV}

Herrera, J.L., Varela, R.A., Ros&#243;n, G.(2008). Spatial variability of the barotropic M <inf>2</inf> constituent tidal current over the Rías Baixas Galician shelf (NW Spain) . Journal of Marine Systems. 72. (1-4). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 189-199.

Herrera, J.L., Ros&#243;n, G., Varela, R.A., Piedracoba, S.(2008). Variability of the western Galician upwelling system (NW Spain) during an intensively sampled annual cycle. An EOF analysis approach . Journal of Marine Systems. 72. (1-4). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 200-217.

&#193;lvarez-Salgado, X.A., Herrera, J.L., Gago, J., Otero, P., Soriano, J.A., Pola, C.G., Garc&#237;a-Soto, C.(2006). Influence of the oceanographic conditions during spring 2003 on the transport of the Prestige tanker fuel oil to the Galician coast . Marine Pollution Bulletin. 53. (5-7). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 239-249.

Varela, R.A., Ros&#243;n, G., Herrera, J.L., Torres-L&#243;pez, S., Fern&#225;ndez-Romero, A.(2005). A general view of the hydrographic and dynamical patterns of the Rías Baixas adjacent sea area . Journal of Marine Systems. 54. (1-4 SPEC. ISS.). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 97-113.

Piedracoba, S., &#193;lvarez-Salgado, X.A., Ros&#243;n, G., Herrera, J.L.(2005). Short-timescale thermohaline variability and residual circulation in the central segment of the coastal upwelling system of the Ría de Vigo (northwest Spain) during four contrasting periods . Journal of Geophysical Research C: Oceans. 110. (3). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1-15.

Herrera, J.L., Piedracoba, S., Varela, R.A., Ros&#243;n, G.(2005). Spatial analysis of the wind field on the western coast of Galicia (NW Spain) from in situ measurements . Continental Shelf Research. 25. (14). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1728-1748.