-
Notifications
You must be signed in to change notification settings - Fork 128
/
ScottClarkResume.tex
185 lines (140 loc) · 8.21 KB
/
ScottClarkResume.tex
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
% (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.
\documentclass[letterpaper,11pt]{article}
\newlength{\outerbordwidth}
\pagestyle{empty}
\raggedbottom
\raggedright
\usepackage[svgnames]{xcolor}
\usepackage{framed}
\usepackage{tocloft}
\usepackage{etoolbox}
\robustify\cftdotfill
%-----------------------------------------------------------
%Edit these values as you see fit
\setlength{\outerbordwidth}{3pt} % Width of border outside of title bars
\definecolor{shadecolor}{gray}{0.75} % Outer background color of title bars (0 = black, 1 = white)
\definecolor{shadecolorB}{gray}{0.93} % Inner background color of title bars
%-----------------------------------------------------------
%Margin setup
\setlength{\evensidemargin}{-0.25in}
\setlength{\headheight}{-0.25in}
\setlength{\headsep}{0in}
\setlength{\oddsidemargin}{-0.25in}
\setlength{\paperheight}{11in}
\setlength{\paperwidth}{8.5in}
\setlength{\tabcolsep}{0in}
\setlength{\textheight}{9.75in}
\setlength{\textwidth}{7in}
\setlength{\topmargin}{-0.3in}
\setlength{\topskip}{0in}
\setlength{\voffset}{0.1in}
%-----------------------------------------------------------
%Custom commands
\newcommand{\resitem}[1]{\item #1 \vspace{-2pt}}
\newcommand{\resheading}[1]{\vspace{8pt}
\parbox{\textwidth}{\setlength{\FrameSep}{\outerbordwidth}
\begin{shaded}
\setlength{\fboxsep}{0pt}\framebox[\textwidth][l]{\setlength{\fboxsep}{4pt}\fcolorbox{shadecolorB}{shadecolorB}{\textbf{\sffamily{\mbox{~}\makebox[6.762in][l]{\large #1} \vphantom{p\^{E}}}}}}
\end{shaded}
}\vspace{-5pt}
}
\newcommand{\ressubheading}[4]{
\begin{tabular*}{6.5in}{l@{\cftdotfill{\cftsecdotsep}\extracolsep{\fill}}r}
\textbf{#1} & #2 \\
\textit{#3} & \textit{#4} \\
\end{tabular*}\vspace{-6pt}}
%-----------------------------------------------------------
\begin{document}
\begin{tabular*}{7in}{l@{\extracolsep{\fill}}r}
\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}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\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}