Dan Vento

Dan Vento

Valencia, Valencian Community, Spain
732 followers 500+ connections

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Dan Vento

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    Android Development

About

I get a lot of messages from recruiters. To respect both of our time, instead of…

Articles by Dan

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Activity

Experience

  • Dan Vento

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    Valencia, Spain

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    Valencia, Valencian Community, Spain

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    Valencia, Valencian Community, Spain

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    La selva del camp

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    Tarragona Area, Spain

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    Tarragona, Spain

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    Tarragona

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    Valencia, Spain

Education

  • Universidad Internacional Menéndez Pelayo Graphic

    Universidad Internacional Menéndez Pelayo

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    Natural Language Processing, Deep Learning, Reinforcement Learning, Unsupervised Learning, Time series and complex data, Big Data tools (Hadoop, Spark, etc), Metaheuristics.

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    Statistics, probability theory, risk management, data analysis.
    Bachelor's Thesis: "Analysis and performance of Machine Learning for
    Startup Valuation"

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    I applied to this course because I want to acquire the following skills: basic knowledge about AI, C and Python, simple web programming, databases and data analysis.
    My main goal is to improve my programming and mathematics skills, as well as learn the basis of data analysis and processing.

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    Last year of my Spanish Accounting and Finance degree.
    Courses: Database design/Information systems, Quantitative analysis, Commercial banking and Critical Thinking Using Analytics.

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    20h course (without exercises) to learn the basics of R and predictive models applied to Finance.

Licenses & Certifications

Volunteer Experience

Publications

  • Analysis and performance of Machine Learning for Startup Valuation

    Daniel Vento, Universitat Rovira i Virgili

    This work seeks to carry out a review of the state of the art on the use of Artificial Intelligence
    techniques (Machine Learning, Deep Learning) for the valuation of companies and Startups. On
    the other hand, an analysis is carried out about the most common Startup valuation models and
    their main weaknesses, facing the two biggest problems of these companies: uncertainty and the
    absence of data. Finally, an experiment is proposed using the Logistic Regression and Decision
    Tree…

    This work seeks to carry out a review of the state of the art on the use of Artificial Intelligence
    techniques (Machine Learning, Deep Learning) for the valuation of companies and Startups. On
    the other hand, an analysis is carried out about the most common Startup valuation models and
    their main weaknesses, facing the two biggest problems of these companies: uncertainty and the
    absence of data. Finally, an experiment is proposed using the Logistic Regression and Decision
    Tree algorithms, to study the capacity of these techniques in the prediction of startup failure.
    It is concluded that in the last 2 years there have been numerous advances in AI techniques applied
    to the valuation of companies, which are more effective that traditional approaches. However, fur-
    ther research is needed on the analysis of qualitative information (such as sentiment analysis) and
    its possible applications in the valuation of companies.

    See publication

  • Analysis and environment of a medium company

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    Brief analysis and environment of a medium Spanish company: Ticnova Quality, S.L.
    Department subsystems, main characteristics, interview, PESTLE, SWOT, 5 Forces of Porter, etc.

    Other authors
    • Pawel Macioch
    • Marius Iulian Stanciu
    See publication

  • Some stuff I know about cryptocurrencies

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    Un documento (en español) en el que voy detallando algunas cosas que sé sobre las criptomonedas (sin entrar en detalles técnicos).
    Actualizo y subo el documento cada vez que aprendo cosas nuevas de este ámbito.

    A document written in spanish detailing some stuff I know about cryptocurrencies (not technical data, just generic information for the beginner/investor).
    I update and upload the document every time I learn something new.

    See publication

Projects

  • Whathemate

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    Whathemate is a student-to-student social and academical network. Everything. Your college's life is here, feel free to explore your campus and other universities.
    No matter what you want, it's here, because you're here.


    Toda la uni en un solo sitio.

    Whathemate es una plataforma online social y académica para estudiantes universitarios.
    Estamos decididos a ser el día a día del estudiante universitario.

    Other creators

  • FindIt

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    Piense en un adhesivo pequeño (velcro, imán, adhesivo reutilizable, llavero) que puede utilizar para no perder sus objetos o ser notificado si alguien intenta robarle. Una aplicación le mantendrá actualizado con mucha información.
    Estamos pensando también en nuestras personas mayores y en su soledad.

    Funcional, altamente personalizable y asequible.

  • Kotcraft Spain - Minecraft Server

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    Create and manage a Minecraft server with more than 25,000 registered users

Honors & Awards

  • Admitted to ISEP exchange program (USA)

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Test Scores

  • TOEFL iBT

    Score: 83/120

    I got a 83/120 score on TOEFL iBT exam. I must say I was very nervous when the Speaking section's timer started counting down. It could have been a beautiful 90/120.

Languages

  • English

    Professional working proficiency

  • Spanish

    Native or bilingual proficiency

  • Catalan

    Native or bilingual proficiency

  • German

    Elementary proficiency

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