«I have had the pleasure to work with Enrique for 2 years. Enrique is able to see things differently, which leads him lo find innovative solutions to the problems. His curiosity, together with his passion, is one of his strongest points, allowing him to find tools to increase exponentially his productivity. I have seen many examples of his talent and have long been impressed by his ease to learn fast, which I consider one of his best characteristics. To conclude, I would like to restate my strong recommendation for Enrique to enroll your team.»
Pamplona/Iruña, Comunidad Foral de Navarra, España
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I have grown a strong sense of duty…
Contribuciones
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What does a data science specialist do?
Defining a reasonable fallback response in case the input is not within the expected distribution. In the end, many models are deployed to production and will handle most of the queries successfully, but the design of the model should include a response too for those scenarios the dataset and the equations cannot provide a solution, both in technical and ethical terms.
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What does a data science specialist do?
Apart from the well known Python libraries (to name a few, scikit-learn, numpy and pandas), and graphical UIs such as Jupyter notebooks; I believe DS profit from being quite "hacky", i.e. being comfortable with the terminal; and from using spreadsheets fluently. It is quite surprising how easy and well one can create simple simulators and MVP models in Excel to communicate the main ideas or properties of a problem to non-technical people.
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What does a data science specialist do?
A big part of the DS work is to map business concepts and requirements to mathematical symbols that represent the information available from the dataset, and then to come up with the equations that relate these symbols; so that the whole represents as accurately as possible the business use case. According to the problem, the equations and the symbols might be different in nature: e.g. deterministic, analytical, stochastic, differential, implicit, etc. It is also the task of the DS to figure out what is the best "mathematical breed" to suit the problem.
Actividad
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El diario ABC publica hoy esta página sobre mi humilde pelea. 💪
El diario ABC publica hoy esta página sobre mi humilde pelea. 💪
Recomendado por Enrique Millán Valbuena
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We got the chance to meet the next generation of aerospace professionals!🤝🛰️ The 2024 Career Event, a tailored gathering for students who are…
We got the chance to meet the next generation of aerospace professionals!🤝🛰️ The 2024 Career Event, a tailored gathering for students who are…
Recomendado por Enrique Millán Valbuena
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🎓 Reflecting on a Milestone: Completing my PhD Journey 🎉 A few months ago, I defended my PhD on Sinterklaas (a Dutch holiday which some believe to…
🎓 Reflecting on a Milestone: Completing my PhD Journey 🎉 A few months ago, I defended my PhD on Sinterklaas (a Dutch holiday which some believe to…
Recomendado por Enrique Millán Valbuena
Experiencia y educación
Publicaciones
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GitHub Repositories
GitHub
Collection of forks from essential Python libraries and self developed code.
Proyectos
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Multidisplinary Optimization of a Wing (MDO)
A multidisciplinary optimization framework has been built and set-up in MatLab. Within this environment we shall minimize the amount of fuel a Boeing 767-300 requires for a design range and payload, considering the design to be in a conceptual phase.
Only the wing of the airplane is modeled as a geometrical figure: the planform is built by joining two trapezoidal elements and the thickness given as an interpolation between three airfoil sections at the root, kink and tip.
…A multidisciplinary optimization framework has been built and set-up in MatLab. Within this environment we shall minimize the amount of fuel a Boeing 767-300 requires for a design range and payload, considering the design to be in a conceptual phase.
Only the wing of the airplane is modeled as a geometrical figure: the planform is built by joining two trapezoidal elements and the thickness given as an interpolation between three airfoil sections at the root, kink and tip.
Four different disciplines take part in the optimization: Loads, Aerodynamic Performance, Structural Analysis and finally the Breguet Fraction Method for Performance evaluations.
Reconocimientos y premios
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Excellence scholarship
Madrid Regional Gouvernment
Grant for the top 5 % average grades in Engineering in the region of Madrid.
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Academic Excellence Award
ETSIAE
Idiomas
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French
Competencia bilingüe o nativa
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English
Competencia profesional completa
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Spanish
Competencia bilingüe o nativa
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Italian
Competencia básica
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Basque
Competencia básica
Recomendaciones recibidas
3 personas han recomendado a Enrique
Unirse para verloMás actividad de Enrique
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`uv pip install kedro` took 7 seconds 😱🔥 We just tried Astral and Charlie Marsh new tool, uv, which promises to be a drop-in replacement of pip…
`uv pip install kedro` took 7 seconds 😱🔥 We just tried Astral and Charlie Marsh new tool, uv, which promises to be a drop-in replacement of pip…
Recomendado por Enrique Millán Valbuena
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Primero entregamos a las máquinas la capacidad de calcular. «Computadoras», del latín «computare», las llamamos desde entonces: que calcula…
Primero entregamos a las máquinas la capacidad de calcular. «Computadoras», del latín «computare», las llamamos desde entonces: que calcula…
Recomendado por Enrique Millán Valbuena
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The relationship between Autoencoders and PCA 1️⃣ An autoencoder is a type of neural network that learns to reconstruct its input. It consists of…
The relationship between Autoencoders and PCA 1️⃣ An autoencoder is a type of neural network that learns to reconstruct its input. It consists of…
Recomendado por Enrique Millán Valbuena
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Lo mejor de no estar en ninguna institución, en ningún colectivo, es que puedo hablar libre y salvajemente.
Lo mejor de no estar en ninguna institución, en ningún colectivo, es que puedo hablar libre y salvajemente.
Recomendado por Enrique Millán Valbuena
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When measuring the similarity of embedding vectors, does high similarity in one subspace assure a high overall similarity between vectors? Engineers…
When measuring the similarity of embedding vectors, does high similarity in one subspace assure a high overall similarity between vectors? Engineers…
Recomendado por Enrique Millán Valbuena
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We had the kick-off meeting of our new CINEA - European Climate, Infrastructure and Environment Executive Agency funded HyLENA project in Brussels.…
We had the kick-off meeting of our new CINEA - European Climate, Infrastructure and Environment Executive Agency funded HyLENA project in Brussels.…
Recomendado por Enrique Millán Valbuena
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