ScottClarkCV.tex

% (c) 2002 Matthew Boedicker <mboedick@mboedick.org> (original author) http:https://mboedick.org
% (c) 2003-2007 David J. Grant <davidgrant-at-gmail.com> http:https://www.davidgrant.ca
% (c) 2008 Nathaniel Johnston <nathaniel@nathanieljohnston.com> http:https://www.nathanieljohnston.com
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\begin{document}

\begin{tabular*}{7in}{l@{\extracolsep{\fill}}r}
\textbf{\Large Scott Clark} & \textbf{\today} \\
Data Mining Engineer and Team Lead at Yelp & scott@scottclark.io \\
http:https://github.com/sc932 & http:https://scottclark.io \\
\end{tabular*}
\\


%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\resheading{Education}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\begin{itemize}

\item

	\ressubheading{Cornell University}{Ithaca, NY}{Ph.D. Applied Math, M.S. Computer Science}{2008 - 2012}

	\begin{itemize}

		\resitem{Department of Energy Computational Science Graduate Fellow (Full Scholarship, 4 years)}

		\resitem{Emphasis on machine learning/data mining and algorithm design/software development related to bioinformatics and optimization}

        \resitem{Committee: Prof. Peter Frazier (advisor), Prof. Steve Strogatz, Prof. Bart Selman, Dr. Zhong Wang}

	\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 minors in Actuarial Sciences and Mathematical Sciences}

		\resitem{Strong emphasis on scientific computing, numerical analysis and software development}

        \resitem{Advisors: Prof. Rubin Landau, Prof. Malgorzata Peszynska}

	\end{itemize}

\end{itemize}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\resheading{Industry Experience}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\begin{itemize}

\item
	\ressubheading{SigOpt Inc - https://sigopt.com}{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.}
	\end{itemize}

\item

	\ressubheading{Yelp Inc}{San Francisco, CA}{Data Mining Engineer and Lead on Ad Targeting Team}{July 2012 - current}
	\begin{itemize}
            \resitem{{\bf Optimization:} 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{{\bf Targeting:} 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{{\bf Leadership:} Led cross-organization teams as director of the Yelp Dataset Challenge, MOE team lead, intern and new-hire mentor, founder and organizer of Applied Learning Group (bi-weekly, all-engineering technical speaker series) and more. Successfully managed projects from inception to on-time completion; balancing tradeoffs and coordinating teamwork.}
            \resitem{{\bf Recruiting:} Created, implemented, and directed \texttt{yelp.com/dataset\_challenge}, gave many dozens of tech talks across the country, led events, gave hundreds of technical interviews, and closed candidates.}
	\end{itemize}

\item
	\ressubheading{Bloomberg LP}{New York, NY}{Financial Software Development Intern}{Summer 2011}
	\begin{itemize}
		\resitem{Developed end-to-end reporting software in \texttt{C++} and \texttt{javascript}}
    \resitem{Implemented statistical models to perform forward and backward portfolio analysis}
	\end{itemize}
\end{itemize}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\resheading{Research Experience}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\begin{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{Created \textbf{open source} genome validation software tool in \texttt{python} and \texttt{C}}
    \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{Wrote \textbf{open source} alignment algorithm software tool in \texttt{python}, \texttt{C} and \texttt{CUDA}}
    \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{Publications}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\begin{enumerate}
 \item SC Clark, {\it PARALLEL MACHINE LEARNING ALGORITHMS IN BIOINFORMATICS AND GLOBAL OPTIMIZATION}. PhD Thesis in Applied Mathematics, Cornell University, May 2012.
 \item SC Clark, R Egan, P Frazier, and Z Wang, {\it ALE: an Assembly Likelihood Evaluation Framework to Assess the
     Accuracy of Metagenome Assemblies} {\it Bioinformatics}  {\bf 29}, 4, 435-443 (2013).
 \item SC Clark, N Hengartner, and J Berendzen, {\it Velvetrope: a parallel, bitwise algorithm for finding homologous regions within multiple sequences} submitted to {\it BMC Bioinformatics} (2010).
 \item SC Clark, {\it Solving Genomic Jigsaws}. DEIXIS Magazine {\bf 8} 30--32 (2010).
 \item KC Kunes, SC Clark, DL Cox, and RR Singh, {\it Left handed β helix models for mammalian prion fibrils.} Prion {\bf 2}, 2, 81--90 (2008).
\end{enumerate}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\resheading{Presentations}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\begin{itemize}
\item
    {\it Introducing the Metric Optimization Engine (MOE); an open source, black box, Bayesian Global Optimization engine for optimal experimental design}
    \begin{itemize}
        \item MLconf 2014 (Talk) -- San Francisco, CA (October 2014)
        \item Stanford University AI Lab (Talk) -- Palo Alto, CA (October 2014)
        \item San Francisco Machine Learning Meetup (Talk) -- San Francisco, CA (October 2014)
        \item ACM RecSys 2014 (Talk) -- Palo Alto, CA (October 2014)
        \item Stanford University (Talk) -- Palo Alto, CA (October 2014)
        \item Microsoft Research (Talk) -- Mountain View, CA (September 2014)
        \item University of California, Berkeley (Talk) -- Berkeley, CA (September 2014)
        \item Cornell University (Talk) -- Ithaca, NY (September 2014)
        \item Hack Lab (Talk) -- Zagreb, Croatia (September 2014)
        \item BounceExchange (Talk) -- New York, NY (August 2014)
        \item BrightRoll (Talk) -- San Francisco, CA (August 2014)
        \item LinkedIn (Talk) -- Mountain View, CA (August 2014)
        \item Netflix (Talk) -- Los Gatos, CA (August 2014)
        \item Optimizely (Talk) -- San Francisco, CA (August 2014)
    \end{itemize}
\item
    {\it Optimal Learning for Fun and Profit, an introduction to multi-armed bandits}
    \begin{itemize}
        \item Yelp Headquarters (Several Talks) -- San Francisco, CA (2013-2014)
        \item Cornell University (Talk) -- Ithaca, NY (Feburary 2014)
        \item Stanford University (Talk) -- Palo Alto, CA (January 2014)
        \item University of California, Davis (Talk) -- Davis, CA (May 2014)
        \item Cornell University (Talk) -- Ithaca, NY (September 2013)
        \item Carnegie Mellon University (Talk) -- Mountain View, CA (April 2013)
        \item Harvey Mudd College (Talk) -- Claremont, CA (April 2013)
        \item Cornell University (Talk) -- Ithaca, NY (Feburary 2013)
        \item Stanford University (Talk) -- Palo Alto, CA (January 2013)
        \item Cornell University (Talk) -- Ithaca, NY (September 2012)
    \end{itemize}
\item
    {\it Parallel Machine Learning Algorithms in Bioinformatics and Global Optimization, Thesis Defense}
    \begin{itemize}
		\item DOE CSGF Annual Conference (Talk) -- Washington D.C. (June 2012)
        \item Cornell University (Talk) -- Ithaca, NY (May 2012)
    \end{itemize}
\item
	{\it Learning for Metagenomic Assembly Validation and Optimization}
	\begin{itemize}
        \item Supercomputing 2011 (SC11) (Poster) -- Seattle, WA (November 2011)
		\item DOE CSGF Annual Conference (Poster, award finalist) -- Washington D.C. (June 2011)
        \item SIAM CSE conference (Talk) -- Reno, NV (February 2011)
		\item INFORMS annual meeting (Talk) -- Austin, TX (November 2010)
		\item Cornell Math Sciences Seminar (Talk) -- Ithaca, NY (November 2010)
		\item DOE Joint Genome Institute Visiting Speaker (Talk) -- Walnut Creek, CA (August 2010)
	\end{itemize}
\item
	{\it Development and Exploration of Velvetrope: a bitwise, parallel alignment algorithm on biological sequences}
	\begin{itemize}
		\item Supercomputing 2010 (SC10) (Poster, ACM student competition) -- New Orleans, LA (November 2010)
		\item Cornell Math Sciences Seminar (Talk) -- Ithaca, NY (November 2010)
		\item DOE CSGF Annual Conference (Poster, award finalist) -- Washington D.C. (June 2010)
	\end{itemize}
\item
	{\it Redundancy in random $k$-SAT}
	\begin{itemize}
		\item Cornell Engineering Research Conference (Poster) -- Ithaca, NY (May 2010)
		\item DOE CSGF Annual Conference (Poster, award finalist) -- Washington D.C. (June 2009)
	\end{itemize}
\item
	{\it Finite Element Analysis of Uncertain Interfaces}
	\begin{itemize}
		\item Oregon State University Computational Mathematics Seminar (Talk) -- Corvallis, OR (June 2008)
	\end{itemize}

\end{itemize}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\resheading{Recruiting Events}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\begin{itemize}
\item
	Carnegie Mellon University
	\begin{itemize}
        \item Seminar Talk (speaker) -- April 2013
    \end{itemize}
\item
	Cornell University
	\begin{itemize}
		\item Career Fair -- September 2014
		\item Tech Networking Reception -- September 2014
		\item Resume Review and Office Hours -- September 2014
		\item Tech Talk (speaker) -- September 2014
        \item On campus interviews -- September 2014
		\item Career Fair -- February 2014
		\item Tech Networking Reception -- February 2014
		\item Resume Review and Office Hours -- February 2014
		\item Tech Talk (speaker) -- February 2014
        \item On campus interviews -- February 2014
		\item Career Fair -- September 2013
		\item Resume Review and Office Hours -- September 2013
		\item Tech Talk (speaker) -- September 2013
        \item On campus interviews -- September 2013
		\item Career Fair -- February 2013
		\item Tech Talk (speaker) -- February 2013
		\item Resume Review and Office Hours -- February 2013
        \item On campus interviews -- February 2013
		\item Career Fair -- September 2012
		\item Tech Talk (speaker) -- September 2012
        \item On campus interviews -- September 2012
	\end{itemize}
\item
	Harvey Mudd College
	\begin{itemize}
        \item Tech Talk (speaker) -- April 2013
        \item 5C Hackathon (speaker, judge) -- April 2013
    \end{itemize}
\item
    Insight Data Science
    \begin{itemize}
        \item Data Science Fellows Presentations -- October 2014
        \item Data Engineering Fellows Presentations -- October 2014
        \item Data Engineering Fellows Pitch (speaker) -- September 2014
        \item Data Engineering Fellows Presentations -- July 2014
        \item Data Science Fellows Presentations -- July 2014
        \item Data Engineering Fellows Pitch (speaker) -- July 2014
        \item Data Science Fellows Presentations -- February 2014
        \item Data Science Fellows Pitch (speaker) -- January 2014
        \item Data Science Fellows Presentations -- October 2013
        \item Data Science Fellows Presentations -- July 2013
        \item Data Science Fellows Pitch (speaker) -- June 2013
        \item Data Science Fellows Pitch (speaker) -- February 2013
    \end{itemize}
\item
	Stanford University
	\begin{itemize}
		\item Tech Talk (speaker) -- October 2014
		\item Big Hack (speaker, judge) -- April 2014
		\item Stanford AI Lab Masters Presentations (speaker) -- March 2014
		\item Tech Talk (speaker) -- January 2014
		\item Tech Talk (speaker) -- January 2013
	\end{itemize}
\item
	University of California, San Diego
	\begin{itemize}
		\item Career Fair -- October 2013
		\item Tech Talk (speaker) -- October 2013
		\item On Campus Interviews -- October 2013
	\end{itemize}
\item
	University of California, Davis
	\begin{itemize}
		\item Mathetmatics Department Seminar (speaker) -- May 2014
		\item Mathetmatics Seminar Reception and Dinner -- May 2014
	\end{itemize}
\item
	University of California, Berkeley
	\begin{itemize}
		\item Tech Talk (speaker) -- September 2014
		\item Information School Final Project Presentations (judge) -- May 2014
	\end{itemize}
\item
    Yelp Headquarters
    \begin{itemize}
        \item Dozens of closing calls and dinners -- 2012-2014
        \item 200+ Software Engineering and Data Science interviews -- 2012-2014
        \item San Francisco Data Science Meetup (introductory speaker) -- August 2014
        \item Intern NITE (speaker) -- July 2014
        \item Berkeley @ Yelp Tech Talk (speaker) -- April 2014
        \item Yelp Open House Event (speaker) -- November 2013
        \item Intern NITE (speaker) -- July 2013
        \item Stanford LifeSwap (speaker) -- January 2013
        \item Intern NITE (speaker) -- October 2012
    \end{itemize}
\end{itemize}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\resheading{Participation in Workshops and Conferences}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\begin{itemize}
\item
    \ressubheading{KDD 2014}{New York, NY}{Association for Computing Machinery/SIGKDD}{August 24-27, 2014}
\item
	\ressubheading{WWW 2013}{Rio de Janero, Brazil}{World Wide Web Conference}{May 13-17, 2013}
\item
	\ressubheading{Supercomuputing 2011}{Seattle, WA}{Association for Computing Machinery/IEEE}{November 12-18, 2011}
\item
	\ressubheading{SIAM Conference on Computational Science and Engineering}{Reno, NV}{Society for Industrial and Applied Mathematics}{Feb 28-March 4, 2011}
\item
	\ressubheading{Supercomuputing 2010}{New Orleans, LA}{Association for Computing Machinery/IEEE}{November 13-19, 2010}
\item
	\ressubheading{INFORMS Annual Meeting 2010}{Austin, TX}{Institute for Operations Research and the Management Sciences}{November 7-10, 2010}
\item
	\ressubheading{ICCS Computational Science Summer School (Many-core)}{Oakland, CA}{International Center for Computational Science}{August 2-6, 2010}
\item
	\ressubheading{Computational Science Graduate Fellowship Annual Conference}{Washington D.C.}{Krell Institute}{June 22-24, 2010}
\item
	\ressubheading{High Performance Computing Workshop}{Washington D.C.}{Krell Institute}{June 21, 2010}
\item
	\ressubheading{Cornell Engineering Research Conference}{Ithaca, NY}{Cornell College of Engineering}{March 16, 2010}
\item
	\ressubheading{Supercomputing 2009}{Portland, OR}{Association for Computing Machinery/IEEE}{November 14-20, 2009}
\item
	\ressubheading{q-bio Conference on Cellular Information Processing,}{Los Alamos/Sante Fe, NM}{Los Alamos National Laboratory Center for Non-Linear Studies}{August 5-9, 2009}
\item
	\ressubheading{q-bio Summer School on Cellular Information Processing}{Los Alamos/Sante Fe, NM}{Los Alamos National Laboratory Center for Non-Linear Studies}{July 20 - August 4, 2009}
\item
	\ressubheading{Computational Science Graduate Fellowship Annual Conference}{Washington D.C.}{Krell Institute}{July 14-16, 2009}
\item
	\ressubheading{High Performance Computing Workshop}{Washington D.C.}{Krell Institute}{July 13, 2009}
\item
	\ressubheading{DOE ACTS Workshop (Computational Science Tools)}{Berkeley, CA}{NERSC/LBNL/ASCR/DOE Office of Science}{August 19-22, 2008}
\item
	\ressubheading{Computational Science Graduate Fellowship Annual Conference}{Washington D.C.}{Krell Institute}{June 16-19, 2008}
\item
	\ressubheading{Risk Analysis: Perception, Policy and Practice Workshop}{Research Triangle Park, NC}{Statistical and Applied Mathematical Sciences Institute}{October 3-4, 2008}
\item
	\ressubheading{Kickoff Workshop of the SAMSI program on Risk Analysis}{Research Triangle Park, NC}{Statistical and Applied Mathematical Sciences Institute}{September 16-19, 2007}
\item
	\ressubheading{SAMSI/CRSC Undergraduate Modeling Workshop}{Raleigh, NC}{SAMSI/NCSU/Duke}{May 21-25, 2007}
\end{itemize}

\pagebreak


%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\resheading{Awards, Grants \& Honors}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
	\vspace{-2pt}
	\begin{center}\begin{tabular*}{6.6in}{l@{\extracolsep{\fill}}r}
		\multicolumn{2}{c}{Forbes 30 Under 30, Enterprise Tech \cftdotfill{\cftdotsep}2016}\\
		\multicolumn{2}{c}{Department of Energy Computational Science Graduate Fellowship (CSGF) (\$300 000) \cftdotfill{\cftdotsep}2008-2012}\\
        \multicolumn{2}{c}{NERSC Production Allocation (PI) (100 000 Cray XT4 hours) \cftdotfill{\cftdotsep} 2012}\\
        \multicolumn{2}{c}{NERSC Startup Allocation Renewal (PI) (15 000 Cray XT4 hours) \cftdotfill{\cftdotsep} 2012}\\
        \multicolumn{2}{c}{Cornell University Conference Travel Grant (\$390) \cftdotfill{\cftdotsep} 2011}\\
        \multicolumn{2}{c}{NERSC Startup Allocation Renewal (PI) (15 000 Cray XT4 hours) \cftdotfill{\cftdotsep} 2011}\\
		\multicolumn{2}{c}{Cornell University Conference Travel Grant (\$390) \cftdotfill{\cftdotsep} 2010}\\
		\multicolumn{2}{c}{NERSC Startup Allocation (PI) (15 000 Cray XT4 hours) \cftdotfill{\cftdotsep} 2010}\\
		\multicolumn{2}{c}{DOE CSGF Essay Contest Honorable Mention (\$500) \cftdotfill{\cftdotsep} 2010}\\
		\multicolumn{2}{c}{Cornell University Sage Fellowship (\$55 000, declined) \cftdotfill{\cftdotsep}2008-2009}\\
		\multicolumn{2}{c}{Joel Davis Award in Mathematics (\$1 000) \cftdotfill{\cftdotsep}2007-2008}\\
		\multicolumn{2}{c}{URISC Undergraduate Research Fellowship (\$1 500) \cftdotfill{\cftdotsep}2007-2008}\\
		\multicolumn{2}{c}{NSF Research Experience for Undergraduates Program (MPI PKS) (\$6 000) \cftdotfill{\cftdotsep}2007}\\
		\multicolumn{2}{c}{Paul Copson Memorial Scholarship in Physics (\$1 000) \cftdotfill{\cftdotsep}2006-2007}\\
		\multicolumn{2}{c}{NSF Research Experience for Undergraduates Program (UC Davis) (\$6 000) \cftdotfill{\cftdotsep}2006}\\
		\multicolumn{2}{c}{Nicodemus Scholarship in Physics (\$1 000) \cftdotfill{\cftdotsep}2005-2006}\\
		\multicolumn{2}{c}{Diversity Achievement Scholarship (\$4 000) \cftdotfill{\cftdotsep}2004-2008}\\
		\vphantom{E}
\end{tabular*}
\end{center}\vspace*{-16pt}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

\resheading{Selected Open Source Projects {\mdseries(github.com/sc932)}}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

\begin{itemize}
\item \ressubheading{MOE: Metric Optimization Engine}{Python, C++, CUDA}{Global, black box optimization of expensive functions}{2012 - Current}
\item \ressubheading{ALE: Assembly Likelihood Estimator}{C, Python}{Probabalistic evaluation of genome assemblies}{2010 - 2012}
\item \ressubheading{Velvetrope}{Python, C, CUDA}{A parallel statistical algorithm for finding homologous regions within sequences}{2009 - 2010}
\item \ressubheading{BetaHelix}{Java}{Computes various statistics about a left or right handed beta helix}{2006 - 2007}
\end{itemize}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\resheading{Skills}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\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 Public Speaking:} I've given several hundred technical talks to audiences at machine learning conferences, Fortune 500 boards, and beyond.

\item {\bf Development:} Python (preferred), C/C++, CUDA, JavaScript, \LaTeX

\item {\bf Technology:} MapReduce, numerical libraries, web frameworks, databases, linux, git, vim, tmux

\item Discovering and implementing new ideas. Give me an API and a problem and I will figure it out.

\item Diverse background in Math, Computer Science, Physics and Biology allows me to communicate to a wide scientific and general audience and begin contributing to any group immediately.

\item I have worked in many places in a myriad of fields. I can readily learn and adapt to a new discipline, area or environment and start pushing real results quickly.

\end{itemize}

\end{document}