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Merge pull request #2 from frrad/2022
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trim some extra info, reword a bit of twitch
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frrad authored Apr 12, 2022
2 parents a179a36 + 91a6f10 commit e7a9846
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61 changes: 17 additions & 44 deletions FRobinson-CV.tex
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\documentclass[12pt,a4paper,unicode]{moderncv}
\documentclass[12pt,letterpaper,unicode]{moderncv}

\moderncvtheme{classic}
\usepackage[utf8]{inputenc}

\usepackage[scale=.85]{geometry} % smaller number -> text takes more space
\usepackage[scale=.75]{geometry} % smaller number -> text takes more space
\AtBeginDocument{\recomputelengths}

% Hyperlinks
Expand All @@ -14,27 +14,27 @@
\firstname{Frederick}
\familyname{Robinson}
\address{}{San Francisco, CA}
\phone{321.613.8838}
\phone{(321) 613-8838}
\email{frederick.robinson@gmail.com}


\nopagenumbers{}

\begin{document}
\vspace*{-6mm}
\vspace*{-7mm}
\hypersetup{pdftitle={Frederick Robinson}} %% sets title in PDF Metadata
\maketitle
\vspace*{-6mm}
\vspace*{-7mm}

\section{Employment}
\cventry{2017-present}{Senior Applied Scientist}{Amazon AWS - Interactive Video Service}{Twitch}{}{
\cventry{2017-2022}{Senior Applied Scientist}{Amazon AWS - Interactive Video Service}{Twitch}{}{
\begin{itemize}
\item{Mentored three other applied scientists, helping them improve engineering skills, leading to one being promoted.}
\item{Trained, designed, and productionized realtime machine learning model to optimize data center selection for video playback, reducing global video buffering rates by >1\%.}
\item{Created streaming fraud detection machine learning system, improving fraud detection by more than 75\% for problematic channels.}
\item{Implemented first mathematical-model based method for transcode server configuration, improving server hardware utilization by >5\%.}
\item{Wrote production golang code for backend service serving >50k RPS.}
\item{Created machine learning system for predicting optimal video player settings.}
\item{Mentored other applied scientists, leading to one being promoted.}
\item{Designed, and productionized realtime machine learning model to optimize data center selection for video playback, reducing global video buffering rates by >1\%.} % QoS Predictions
\item{Launched new machine learning service for predicting optimal video player settings.} % Zoltar
\item{Created streaming fraud detection machine learning system, improving fraud detection by more than 75\% for problematic channels.} % Streaming Viewbots
\item{Implemented first mathematical-model based method for transcode server configuration, improving server hardware utilization by >5\%.} % Optimization
\item{Wrote production golang code for backend service serving >50k RPS.} % Engineering
\end{itemize}
}
\cventry{2014-2017}{Software Engineer}{Google, Inc. - Display Ads}{Remarketing Quality}{}{
Expand All @@ -47,45 +47,18 @@ \section{Employment}
\item{Trained models to improve CTR on multi-product ads.}
\end{itemize}
}
\cventry{2012-2014}{Teaching Assistant}{University of California, Los Angeles}{}{}{Conducted recitations for undergraduate classes - Calculus, Differential Equations, C++}

\section{Education}
\cventry{2014}{Master of Arts in Mathematics}{University of California Los Angeles}{}{}{}
\cventry{2012}{Bachelor of Arts in Mathematics with Honors}{Northwestern University}{}{}{}
\cventry{2012-2014}{Teaching Assistant}{University of California, Los Angeles}{}{}{}

\section{Skills}
\cvline{Skills}{Machine Learning, Data Science, Data Engineering}
\cvline{Languages}{
Golang,
Python,
C++
}
\cvline{Technologies}{
AWS,
CDK,
Flume,
MapReduce,
SQL,
Spark,
Terraform
}
\cvline{Skills}{Machine Learning, Data Pipelines}

\section{Research Experience}
\cventry{2011}{Indiana University Research Program}{NSF funded project investigating phylogenetics with Prof. E Housworth}{}{}{}
\cventry{2010}{Number Theory Research}{Researched cyclotomic integers under Prof. F. Calegari funded by NSF grant}{}{}{}

\nocite{*}
\bibliographystyle{plain}


\begin{thebibliography}{1}

\bibitem{Robinson:2013uq}
Frederick Robinson and Michael Wurtz.
\newblock On the magnitudes of some small cyclotomic integers.
\newblock {\em Acta Arithmetica}, 160(4):317--32, 2013.

\end{thebibliography}

\section{Education}
\cventry{2014}{Master of Arts in Mathematics}{University of California Los Angeles}{}{}{}
\cventry{2012}{Bachelor of Arts in Mathematics with Honors}{Northwestern University}{}{}{}

\end{document}

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