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ScottClarkResume.tex
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ScottClarkResume.tex
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% (c) 2002 Matthew Boedicker <mboedick@mboedick.org> (original author) http://mboedick.org
% (c) 2003-2007 David J. Grant <davidgrant-at-gmail.com> http://www.davidgrant.ca
% (c) 2008 Nathaniel Johnston <nathaniel@nathanieljohnston.com> http://www.nathanieljohnston.com
% (c) 2011 Scott Clark <sc932@cornell.edu> http://cam.cornell.edu/~sc932
%
%This work is licensed under the Creative Commons Attribution-Noncommercial-Share Alike 2.5 License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-sa/2.5/ or send a letter to Creative Commons, 543 Howard Street, 5th Floor, San Francisco, California, 94105, USA.
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\begin{document}
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\textbf{{\Large Scott Clark}} & \textbf{\today} \\
\texttt{scott@scottclark.io} & \texttt{www.scottclark.io} \\
\texttt{@DrScottClark} & Not looking for new job opportunities
\end{tabular*}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\resheading{Education}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\begin{itemize}
\item
\ressubheading{Cornell University}{Ithaca, NY}{Ph.D. Applied Mathematics, M.S. Computer Science}{2008 - 2012}
\begin{itemize}
\resitem{Department of Energy Computational Science Graduate Fellow (Full Scholarship, 4 years)}
\resitem{Machine Learning, Data Science, Data Mining in bioinformatics and global optimization}
\end{itemize}
\item
\ressubheading{Oregon State University}{Corvallis, OR}{B.Sc. Mathematics, B.Sc. Computational Physics, B.Sc. Physics}{2004 - 2008}
\begin{itemize}
\resitem{Graduated Magna Cum Laude with three Bachelors of Science degrees in four years}
\end{itemize}
\end{itemize}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\resheading{Research and Work Experience}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\begin{itemize}
\item
\ressubheading{SigOpt Inc}{San Francisco, CA}{Co-founder and CEO}{November 2014 - current}
\begin{itemize}
\resitem{Helping lead a world class team to eliminate expensive trial and error from every experts workflow. Using cutting edge optimization behind a simple API to help tune machine learning models and build better products in a variety of fields.}
\resitem{Raised over \$8.8M in angel, seed, and Series A VC rounds led by Andreessen Horowitz (a16z) and YCombinator (YC W15). Additional investors include SV Angel, Data Collective (DCVC), Blumberg Capital, Stanford University, and others.}
\resitem{Presented SigOpt to many thousands of experts and executives in many fields through hundreds of briefings and high profile conferences around the world.}
\end{itemize}
\item
\ressubheading{Yelp Inc}{San Francisco, CA}{Data Mining Engineer and Lead on Ad Targeting Team}{July 2012 - December 2014}
\begin{itemize}
\resitem{Co-developed and led team for MOE: the Metric Optimization Engine (\texttt{github.com/Yelp/MOE}, an \textbf{open source} optimization framework), found significant gains in different metrics across the organization using Bayesian Global Optimization algorithms.}
\resitem{Implemented multi-armed bandit strategies for ad selection, sole targeting engineer on mobile app ads rollout, developed new location-based targeting algorithms, advised and helped develop other machine learning and math based targeting projects.}
\resitem{Created, implemented, and directed \texttt{yelp.com/dataset\_challenge}, gave tech talks across the country, led events, gave hundreds of technical interviews, closed candidates.}
\end{itemize}
\item
\ressubheading{Bloomberg LP}{New York, NY}{Financial Software Development Intern}{Summer 2011}
\begin{itemize}
\resitem{Implemented statistical models to perform forward and backward portfolio analysis}
\end{itemize}
\item
\ressubheading{DOE Joint Genome Institute (Lawrence Berkeley National Lab)}{Walnut Creek, CA}{Researcher in Analysis Group under Dr. Zhong Wang}{Summer 2010}
\begin{itemize}
\resitem{Used machine learning to mine TBs of genome data efficiently using novel likelihood function}
\end{itemize}
\item
\ressubheading{Los Alamos National Laboratory}{Los Alamos, NM}{Researcher in Metagenomics Group under Dr. Nick Hengartner}{Summer 2009}
\begin{itemize}
\resitem{Used statistical models to discover sequence alignments using parallel algorithms on GPUs}
\end{itemize}
\item
\ressubheading{Oregon State University}{Corvallis, OR}{Research Assistant under Prof. Malgorzata Peszynska and Prof. Rubin Landau}{2005-2008}
\begin{itemize}
\resitem{Finite element analysis with uncertainty and web-based teaching in \texttt{Java}}
\end{itemize}
\item
\ressubheading{Max Plank Institute for the Physics of Complex Systems}{Dresden, Germany}{NSF REU Research Assistant under Prof. Steven Tomsovic}{Summer 2007}
\begin{itemize}
\resitem{Research on extreme value statistics in \texttt{MATLAB} and \texttt{FORTRAN}}
\end{itemize}
\item
\ressubheading{University of California: Davis}{Davis, CA}{NSF REU Research Assistant under Prof. Daniel Cox}{Summer 2006}
\begin{itemize}
\resitem{Computational biophysics research as applied to protein folding in \texttt{Java}}
\end{itemize}
\end{itemize}
\resheading{Writing and Awards}
\begin{itemize}
\item {\bf 2016 Forbes 30 Under 30:} Enterprise Tech. \texttt{http://onforb.es/1OILpBZ}
\item {\bf Department of Energy Computational Science Graduate Fellow:} Four year full fellowship. $\sim$20 awarded nationally per year. Won the Communicating Science award (\texttt{bit.ly/VbcTZK}).
\item {\bf SigOpt Blog:} Posts talking about using SigOpt to optimize everything (\texttt{blog.sigopt.com}).
\item {\bf Yelp Blog:} Wrote several posts announcing the open sourcing of MOE, the Yelp Dataset Challenge and more. \texttt{bit.ly/1x73xdr}, \texttt{bit.ly/1oCCZvv}, \texttt{bit.ly/1sOsEBS}, \texttt{bit.ly/1plX7Hk}
\item {\bf Press:} WSJ: \texttt{on.wsj.com/VaOvqQ}, Cornell: \texttt{bit.ly/1oB2dzm}, DIEXIS: \texttt{bit.ly/1oofbl4}
\end{itemize}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\resheading{Skills}
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\begin{itemize}
\item {\bf Numerical Analysis and Computer Science:} Machine Learning, Data Mining, Optimization, Computational Science, Artificial Intelligence, Linear Algebra, Monte Carlo Methods, ODEs, PDEs, Iterative Methods, Parallel Programming, Distributed Systems, Data Structures
\item {\bf Tech Stack:} Python, numerical libraries, linux, git, vim
\item {\bf Public Speaking:} I've given several hundred technical talks to audiences at machine learning conferences, Fortune 500 boards, and beyond.
\item Exploring and implementing ideas. Give me an API/dataset and a problem and I will figure it out.
\end{itemize}
\end{document}