garciparedes-cv.tex

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\newcommand{\AWS}{\myhref{https://aws.amazon.com/}{\textbf{Amazon Web Services (AWS)}}}
\newcommand{\Clariteia}{\myhref{https://www.clariteia.com/}{\textbf{Clariteia}}}
\newcommand{\Minos}{\myhref{https://github.com/minos-framework/minos-python}{\textbf{Minos}}}
\newcommand{\Unlimiteck}{\myhref{https://unlimiteck.com/}{\textbf{Unlimiteck Company Builder}}}
\newcommand{\UNIBO}{\myhref{https://www.unibo.it/en}{\textbf{Università di Bologna}}}
\newcommand{\UVa}{\myhref{https://www.uva.es}{\textbf{University of Valladolid}}}
\newcommand{\Brooktec}{\myhref{https://brooktec.com/}{\textbf{Brooktec}}}

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\rhead{Software Engineering | Statistics}
\lhead{Sergio García Prado}

\begin{document}

  \header{Sergio}{GarcíaPrado}{Software Engineering | Statistics}

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%	SIDEBAR SECTION
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  \section{social}

    \vspace{-1.5em}
    \begin{center}
      \renewcommand{\arraystretch}{1.5}
      \begin{tabular}{ p{18em} p{19em} p{18em} }
        \myhref{https://garciparedes.me}{\faHome\quad Website: garciparedes.me}
        &
        \myhref{mailto:sergio@garciparedes.me}{\faEnvelope\quad Email: sergio@garciparedes.me}
        &
        \myhref{https://es.linkedin.com/in/garciparedes/en}{\faLinkedin\quad LinkedIn: Sergio García Prado}
        \\

        \myhref{https://github.com/garciparedes}{\faGithub\quad GitHub: @garciparedes}
        &
        \myhref{https://scholar.google.es/citations?user=X3Mb7BAAAAAJ}{\faGraduationCap\quad Scholar: Sergio García Prado}
        &
        \myhref{https://stackoverflow.com/users/3921457/garciparedes}{\faStackOverflow\quad StackOverflow: @garciparedes}
        \\
      \end{tabular}
    \end{center}

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%	SUMMARY SECTION
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  \section{summary}

  \textbf{Software Development Engineer II at AWS} with a background as a \textbf{Dual Degree graduate in Computer Engineering and Statistics}. My career is driven by a genuine love for solving complex algorithmic problems, particularly in \textbf{Combinatorial Optimization} and \textbf{Operations Research}. At AWS, I transitioned to \textbf{Cloud Computing}, launching greenfield serverless products and building internal automation frameworks that drastically reduced regional expansion timelines from weeks to days. I am at my best when I can bridge the gap between theoretical math and industrial-grade software, whether that\'s solving \textbf{Vehicle Routing Problems} or architecting modular microservices grounded in \textbf{Domain-Driven Design}.

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%	SKILLS SECTION
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  \section{skills}

      \begin{itemize}
        \item \textbf{Languages:} Kotlin, Python, TypeScript, R, Java.
        \item \textbf{Cloud \& DevOps:} AWS (Lambda, CDK, DynamoDB, Step Functions), Docker, Git, CI/CD.
        \item \textbf{Math \& Data:} Combinatorial Optimization, VRP, Generalized Linear Models, Deep Learning.
      \end{itemize}

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%	WORK SECTION
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  \section{work}

    \begin{entrylist}

      \entry
      {2024/12 -- present}
      {Software Development Engineer II}
      {\AWS}
      {
        \begin{itemize}
          \item \textbf{Team:} AWS - Applied AI Solutions - Autonomous Operations
          \item \textbf{Building} a Region Build Automation (RBA) framework with AWS CDK on top of Amazon internal tooling. \textbf{Drastically reduced} the effort to expand AWS Services to new regions from weeks to days by \textbf{leveraging cross-account resource referencing}.
        \end{itemize}
      }

      \entry
      {2022/07 -- 2024/11}
      {Software Development Engineer I}
      {\AWS}
      {
        \begin{itemize}
          \item \textbf{Team:} AWS - Industry Products - Automotive
          \item \textbf{Architected and launched} a greenfield serverless SaaS product tailored for the automotive industry, leveraging Lambda, Step Functions, and DynamoDB.
          \item \textbf{Engineered} scalable full-stack solutions using Kotlin, Python, and TypeScript, utilizing AWS CDK to enforce rigorous Infrastructure as Code standards.
          \item \textbf{Owned the full product lifecycle} from concept to implementation, delivering a high-scale service optimized for complex automotive use cases.
        \end{itemize}
      }

      \entry
      {2021/04 -- 2022/06}
      {Software Engineer}
      {\Clariteia}
      {
        \begin{itemize}
          \item \textbf{Developed \Minos}, a custom Microservices Framework grounded in Domain-Driven Design (DDD) principles, establishing the core infrastructure for modular application development.
        \end{itemize}
      }

      \entry
      {2018/09 -- 2021/04}
      {Data Scientist}
      {\Unlimiteck}
      {
        \begin{itemize}
          \item \textbf{Built an autonomous, unsupervised testing system} capable of intelligent navigation and scraping to proactively detect UI changes and predict bug-susceptible areas.
          \item \textbf{Designed a proprietary remote computing protocol} that was adopted as the company's standard strategy for secure data sharing.
          \item \textbf{Spearheaded the standardization} of Python development workflows by implementing a VCS-based packaging strategy, leading the migration from Subversion to Git.
          \item \textbf{Implemented Deep Learning strategies} for a Car Damage Detection system, focusing on advanced image analysis.
        \end{itemize}
      }

      \entry
      {2018/06 -- 2018/08}
      {Data Scientist Intern}
      {\Unlimiteck}
      {
        \begin{itemize}
          \item \textbf{Developed a comprehensive Vehicle Routing solving suite} that achieved performance benchmarks equivalent to leading commercial alternatives while offering superior extensibility.
        \end{itemize}
      }

      \entry
      {2018/03 -- 2018/08}
      {Research Assistant Intern}
      {\UVa}
      {
        \begin{itemize}
          \item \textbf{Engineered an R-based ETL pipeline} to correlate external vehicle metrics with internal component damage, streamlining data analysis for the research group.
        \end{itemize}
      }

      \entry
      {2016/06 -- 2016/08}
      {Software Engineer Intern}
      {\Brooktec}
      {
        \begin{itemize}
          \item Developed a song polling plugin for WordPress.
        \end{itemize}
      }

    \end{entrylist}

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%	EDUCATION SECTION
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\section{education}

\begin{entrylist}

  \entry
  {2017/09 -- 2020/09}
  {\myhref{https://www.eio.uva.es/}{BSc. Statistics}, 7.925/10.0}
  {\UVa}
  {
    
    \begin{itemize}
      \item \textbf{Specialized in Operations Research,} analyzing combinatorial optimization problems with a focus on Vehicle Routing Problems (VRPs).
      \item \textbf{Thesis:} Scalable solving methods for the Dial-a-Ride Problem.
      \item \textbf{High marks:} \myhref{https://www.inf.uva.es/wp-content/uploads/2016/06/G46959.pdf}{Operation Research Models} (Hons), \myhref{https://alojamientos.uva.es/guia_docente/uploads/2017/549/47089/1/Documento.pdf}{Statistical Computing}, \myhref{https://alojamientos.uva.es/guia_docente/uploads/2018/549/47102/1/Documento.pdf}{Categorical Data Analysis}.
    \end{itemize}
  }

  \entry
  {2019/01 -- 2019/07}
  {\myhref{https://corsi.unibo.it/2cycle/StatisticsEconomicsBusiness/}{Erasmus+, Statistics}, 28/30}
  {\UNIBO}
  {
    \begin{itemize}
      \item \textbf{International Exchange Program:} Completed coursework in Advanced Statistics and Survival Analysis (conducted in English).
      \item \textbf{Gained deep expertise} in Generalized Linear Models (GLM).
      \item \textbf{High marks:} \myhref{https://www.unibo.it/en/teaching/course-unit-catalogue/course-unit/2019/423526}{Statistical Models and Applications}, \myhref{https://www.unibo.it/en/teaching/course-unit-catalogue/course-unit/2018/423554}{Advanced Survival Analysis}.
    \end{itemize}
  }

  \entry
  {2013/09 -- 2017/07}
  {\myhref{https://www.inf.uva.es/}{BSc. Computer Engineering, Computation}, 7.885/10.0}
  {\UVa}
  {
    \begin{itemize}
      \item \textbf{Specialized in Algorithms,} focusing on Advanced Algorithmic Design, Parallel Computing, and Software Engineering patterns.
      \item \textbf{Thesis:} Algorithms for Big Data: Graphs and PageRank.
      \item \textbf{High marks:} \myhref{https://www.inf.uva.es/wp-content/uploads/2015/07/G46944.pdf}{Algorithms and Computing} (Hons), \myhref{https://www.inf.uva.es/wp-content/uploads/2015/07/G46948.pdf}{Codes and Cryptography} (Hons), \myhref{https://www.inf.uva.es/wp-content/uploads/2016/06/G46929.pdf}{Parallel Computing} (Hons), \myhref{https://www.inf.uva.es/wp-content/uploads/2014/07/G46915.pdf}{Operating Systems Structures} (Hons), \myhref{https://www.inf.uva.es/wp-content/uploads/2016/06/G46970.pdf}{Data Mining}, \myhref{https://www.inf.uva.es/wp-content/uploads/2016/06/G46932.pdf}{Machine Learning Techniques}, \myhref{https://www.inf.uva.es/wp-content/uploads/2015/07/G46931.pdf}{Web Services and Systems}, \myhref{https://www.inf.uva.es/wp-content/uploads/2012/07/C12-45187-RED.pdf}{Fundamentals of Computer Networks}.
    \end{itemize}
  }

\end{entrylist}

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\end{document}