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diff --git a/_pages/about.md b/_pages/about.md
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 About me
 ======
-I hold a degree in Mathematics with a major in Computer Science from the University of Cantabria (UC), which I completed in 2020. During my undergraduate studies, I was awarded a scholarship to pursue a Master's in Entrepreneurship at the UC-Centro Internacional de Santander Emprendimiento. This opportunity allowed me to gain cross-disciplinary and soft skills in addition to the technical and analytical competencies I developed during the Mathematics degree.
+I hold a degree in Mathematics with a major in Computer Science from the University of Cantabria (UC), which I completed in 2020. During my undergraduate studies, I was awarded with a scholarship to pursue a Master's in Entrepreneurship at the UC-Centro Internacional de Santander Emprendimiento. This opportunity allowed me to gain cross-disciplinary and soft skills in addition to the technical and analytical competencies I developed during the Mathematics degree.
 
 Following this, I completed the Master's in Data Science from the Menéndez Pelayo International University (UIMP) and the University of Cantabria (UC). Since completing this Master's program, I have been working as a Data Science Researcher at the [Advanced Computing and e-Science Group](https://advancedcomputing.ifca.es/) at the [Institute of Physics of Cantabria](https://ifca.unican.es), affiliated with the [Spanish National Research Council (CSIC)](https://www.csic.es/).
 
 In September 2022 I joined the PhD program in Science and Technology at the University of Cantabria, to develop my PhD thesis on privacy preserving techniques in data science environments.
 
-I'm currently working on differernt European projects focused on the development of advanced AI techniques, such as the [AI4EOSC project](https://ai4eosc.eu/), and also on the EOSC SIESTA project which aims to provide a set of tools for the effective sharing, management and analysis of sensitive data.
+I'm currently working on different European projects focused on the development of advanced AI techniques, such as the [AI4EOSC project](https://ai4eosc.eu/), and also on the EOSC SIESTA project which aims to provide a set of tools for the effective sharing, management and analysis of sensitive data.
 
 Research interests
 ======
-- Federated learning and others privacy preserving machine learning techniques
-- Data privacy: anonymization, pseudonimization, differential privacy
-- Privacy enhancing technologies
-- Application of federated learning to different use cases: medical imaging, water quality, etc
-- Artificial intelligence: machine learning and deep learning
+- Federated learning and others privacy preserving machine learning techniques.
+- Data privacy: anonymization, pseudonimization, differential privacy.
+- Privacy enhancing technologies.
+- Application of federated learning to different use cases: medical imaging, water quality, etc.
+- Artificial intelligence: machine learning and deep learning.
 
 Short academic bio
 ------

diff --git a/_pages/cv.md b/_pages/cv.md
@@ -15,7 +15,7 @@ Education and research experience
 - (July 2021 - _present_) Data Science Researcher at the Institute of Physics of Cantabria (Spanish National Research Council, CSIC). Working on different projects, mainly: FACE, AI4EOSC, EOSC SIESTA.
 - (September 2020 - June 2021) Interuniversity Master in Data Science. International University Menendez Pelayo (UIMP) and University of Cantabria (UC). Final master thesis: _"Predictive Maintenance and Spectral Analysis: from Fourier to Machine Learning"_ (_cum laude_), available [here](https://digital.csic.es/handle/10261/245733).
 - (October 2017 - September 2019) Master in Entrepreneurship. University of Cantabria and CISE (Santander International Center for Entrepreneurship) with the support of Santander Universities.
-- (September 2016 - June 2020) Degree in mathematics with a major in computer science. University of Cantabria. Final degree project: _"Optimization Problems Associated with Differential Equation Models for Chemotherapy"_ (_cum laude_), available [here](https://repositorio.unican.es/xmlui/handle/10902/20601)..
+- (September 2016 - June 2020) Degree in mathematics with a major in computer science. University of Cantabria. Final degree project: _"Optimization Problems Associated with Differential Equation Models for Chemotherapy"_ (_cum laude_), available [here](https://repositorio.unican.es/xmlui/handle/10902/20601).
 
 
 Publications in peer reviewed high impact journals

diff --git a/_talks/2024-ihmmsec.md b/_talks/2024-ihmmsec.md
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+---
+title: "12th ACM Workshop on Information Hiding and Multimedia Security"
+collection: talks
+type: "Talk"
+permalink: /talks/2024-ihmmsec
+venue: "12th ACM Workshop on Information Hiding and Multimedia Security"
+date: 2024-06-26
+location: "Baiona, Spain"
+---
+Presentation of the paper: [_"Making Federated Learning Accessible to Scientists: The AI4EOSC Approach"_](https://dl.acm.org/doi/10.1145/3658664.3659642).
+
+Event: 12th ACM Workshop on Information Hiding and Multimedia Security. Special Session: Security and Privacy Challenges towards Trustworthy Federated Learning.
+
+Date and place: June 24-26, 2023. Baiona, Spain.
+