-
Notifications
You must be signed in to change notification settings - Fork 5
/
Richard-Decal-resume.tex
249 lines (187 loc) · 16.5 KB
/
Richard-Decal-resume.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
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
% Richard Boeri Decal's CV.
% (c) 2017 Richard Decal <decal-at-uw.edu> http://www.richarddecal.com
%
%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[a4paper,12pt]{article}
% for math ops on widths e.x. \textwidth-1cm
\usepackage{calc}
% custom dates
\usepackage{datetime2}
% compress line spacing
\usepackage{setspace}
\setstretch{1.1}
%\halfspacing
% unindented lists
\usepackage{enumitem}
%Margin setup
\usepackage[
height=9in, % height of the text block
width=7in, % width of the text block
top=0.5in, % distance of the text block from the top of the page
bottom=0.5in,
headheight=0pt, % height for the header block
headsep=0pt, % distance from the header block to the text block
heightrounded, % ensure an integer number of lines
% showframe, % show the main blocks
verbose, % show the values of the parameters in the log file
]{geometry}
\setlength{\parindent}{0in} % gray boxes span the text width
% Helvetica
\usepackage[scaled]{helvet}
\renewcommand\familydefault{\sfdefault}
\usepackage[T1]{fontenc}
% symbols
\usepackage{fontawesome}
%%% the header + footer
%\usepackage{lastpage}
\usepackage{fancyhdr}
\pagestyle{fancy}
\fancyhf{} % clear all fields, including page numbering
\renewcommand{\headrulewidth}{0pt} % gets rid of horizontal rule in header
% Grey header bars
% credit to Todd C. Miller <Todd.Miller@courtesan.com> http://www.courtesan.com/todd
\usepackage[svgnames]{xcolor}
\definecolor{mygrey}{gray}{0.94}
\newcommand{\resheading}[1]{{\vspace*{.001in} \colorbox{mygrey}{\begin{minipage}{\textwidth}{\textmd{\large \textbf{#1} \vphantom{p\^{E}}}}\end{minipage}}} }
% job sections
\newcommand{\ressubheading}[4]{
\textbf{#1} \hfill #2\\
\textit{#3} \hfill #4 \\}
% colored hyperlinks
\usepackage{hyperref}
\hypersetup{
colorlinks=true,
linkcolor=black,
urlcolor=cyan,
breaklinks=true
}
%\usepackage[hyphenbreaks]{breakurl}
% provides tabularx
\usepackage{ltablex}
% lists in tables http://tex.stackexchange.com/a/150650/100323
\usepackage{booktabs}% http://ctan.org/pkg/booktabs
\newcommand{\tabitem}{~~\llap{\textbullet}~~}
%\usepackage{CJKutf8}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\begin{document}
\begin{center}
{\Huge Richard Boeri Decal}
\\
%Artificial Intelligence Engineer \\
{\small \faMapMarker~ Asheville, NC, USA $\cdot$ \faPhone~ [redacted] $\cdot$ \faEnvelope~ \href{mailto:public@richarddecal.com}{public@richarddecal.com} \\ \faGithubAlt~ \href{https://github.com/crypdick}{crypdick} $\cdot$~\faStackOverflow~ \href{https://stackoverflow.com/users/4212158/crypdick}{crypdick} $\cdot$ ~\faLinkedin~ \href{https://www.linkedin.com/in/richarddecal/}{richarddecal} $\cdot$ ~\faHome~ \href{http://www.richarddecal.com}{richarddecal.com}}
\end{center}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\resheading{~~Skills \hfill {\small$^+$ denotes proficiency}}
\vspace{-1em}
\begin{tabularx}{\textwidth}{p{2.1cm}>{\arraybackslash}X}
\bfseries{Languages} & Python$^+$ $\cdot$ R (Tidyverse) $\cdot$ Espa\~nol$^+$ $\cdot$ English$^+$ $\cdot$ Italiano \\
\bfseries{Tools} & PyTorch$^+$, Keras, Tensorflow $\cdot$ (Geo)Pandas$^+$, Dask, PostgreSQL $\cdot$ Ray/Anyscale$^+$, PySpark, Hadoop $\cdot$ MetaFlow$^+$, Airflow, Kedro$^+$, MLFlow $\cdot$ Scipy, Sklearn, UMAP$^+$ $\cdot$ Plotly Dash, Streamlit, Gradio, Seaborn, Altair$^+$ $\cdot$ AWS stack, SageMaker $\cdot$ \LaTeX \\
%\bfseries{OS} & Linux$^\star$ $\cdot$ MS Windows$^\star$ $\cdot$ Mac OS X$^\star$ $\cdot$ Android$^\star$ $\cdot$ iOS \\
\bfseries{Passions} & AI for climate change. Travel, \href{https://www.flickr.com/photos/richarddecal/sets/72157640025469005/}{photos}, outdoor sports, \href{https://www.couchsurfing.com/people/rovingrichard/references}{Couchsurfing}.
\end{tabularx}
\resheading{~~Experience}
\vspace{-1em}
%\ressubheading{Owner and Creator Assistant}{Seattle, WA}{Light Recycled}{Oct. 2014 $\rightarrow$ Jan. 2016}
%\begin{itemize}[noitemsep,topsep=0pt,parsep=0pt,partopsep=0pt, nolistsep]
%\item Created simulations of mosquito decision-making experiments using SciPy.
%\item Preparing manuscript for peer-review.
%\end{itemize}
{\setlength{\parskip}{8pt}
\textbf{Lead Machine Learning Scientist}, \textit{Dendra Systems} \hfill 2020 --- now \\
Founding lead. Full-stack ML engineer, scaling ecosystem analysis with long-tailed computer vision.
\textbf{Lead Data Scientist}, \textit{Pacemate} \hfill 2019 \\
First ML hire. Improved cardiac patient care with automated time-series analysis of ECG data.
\textbf{Data Scientist}, \textit{Master's capstone project} \hfill 2018\\
Modeled effects of chronic conditions on heart failure using embeddings, clustering, \& Markov models.
\textbf{Research Intern}, \textit{Neuron Morphology Team, Allen Institute for Brain Science} \hfill Summer 2018\\
POC deep reinforcement learning for neuron tracing of Pb-scale brain microscope data.
\textbf{Classroom Mentor}, \textit{Intro to Programming Nanodegree, Udacity} \hfill 2017 --- 2018\\
Guided students 1-on-1 in the \textit{Python for Data Analysis} Track.
\textbf{Research Assistant}, \textit{Fairhall Lab, Dept. of Biophysics, Uni. of Washington} \hfill 2014 --- 2016\\
%\ressubheading{Research Assistant}{Seattle, WA}{}{2014 --- 2016}
Simulated mosquito thermal plume navigation using agent-based models of windtunnel experiments.\\
%\item My models will be further validated using electrophysiological \& tethered flight experiments to test theories about multi-modal sensation and decision-making.\\
%\item Learned concepts in neuronal dynamics which are relevant to artificial deep neural networks.\\
%\item Preparing manuscript for peer-review with my collaborators.\\
}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%\resheading{~~Publications}
%
% %\textbf{Academic}
%
% \hypertarget{neuronpub} Burman JL, Yu S, Poole AC, \textbf{Decal RB} and Pallanck LJ. ``\href{http://www.pnas.org/content/early/2012/06/12/1120688109}{Analysis of neural subtypes reveals selective mitochondrial dysfunction in dopaminergic neurons from parkin mutants}". \textit{Proc Natl Acad Sci USA.} 2012 Jun 26;109(26):10438-43. \\
%
% \hypertarget{carnegiepub} Kunttas-Tatli E, Zhou M, Zimmerman S, Molinar O, Zhouzheng F, Carter K, Kapur M, Cheatle A, \textbf{Decal R}, McCartney BM. ``\href{http://www.genetics.org/content/190/3/1059.full}{Destruction Complex Function in the Wnt Signaling Pathway of Drosophila Requires Multiple Interactions Between Adenomatous Polyposis Coli 2 and Armadillo}". \textit{Genetics}. 2012 Mar; 190(3):1059-75.\\
%
%% \hypertarget{thesispub} \textbf{\textbf{Decal RB}}. ``\href{http://tinyurl.com/RichardDecal-NCF-Thesis}{Ebbs and Glows: Quantifying Small RNA Concentrations in \textit{C. elegans}}". Honors thesis, New College of Florida. May 2011. 108 pages.\\
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\resheading{~~Publications}
\vspace{-1em}
{\setlength{\parskip}{8pt}
Burman, Yu, Poole, \textbf{Decal}, Pallanck. ``\href{http://www.pnas.org/content/early/2012/06/12/1120688109}{Analysis of neural subtypes reveals selective mitochondrial dysfunction in dopaminergic neurons from parkin mutants}". \textit{PNAS} 2012. 109(26):10438-43.
Kunttas-Tatli, Zhou, Zimmerman, Molinar, Zhouzheng, Carter, Kapur, Cheatle, \textbf{Decal}, McCartney. ``\href{http://www.genetics.org/content/190/3/1059.full}{Destruction Complex Function in the Wnt Signaling Pathway of \textit{Drosophila} Requires Multiple Interactions Between Adenomatous Polyposis Coli 2 and Armadillo}". \textit{Genetics} 2012. 190(3):1059-75.
\textbf{\textbf{Decal}}. ``Quantifying siRNA Concentrations in \textit{C. elegans}". Honors thesis. 2011.\\
}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\resheading{~~Invited Talks}
\vspace{-1.5em}
\begin{tabularx}{\textwidth}{p{3cm}>{\arraybackslash}X} % col widths
\bfseries{Ray Summit '21} & \href{https://www.anyscale.com/events/2021/06/22/how-ray-and-anyscale-make-it-easy-to-do-massive-scale-ml-on-aerial-imagery}{\textit{How Ray and Anyscale Make it Easy to do Massive-scale ML on Aerial Imagery}}.\\
\end{tabularx}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% \resheading{~~Selected Projects}
% \vspace{-1.5em}
%The first bullet point tells the reader the goal/purpose of the project.
%The second bullet point tells the reader your specific contribution to the project. For example, what technologies you used to accomplish certain aspects of the project.
%The third bullet point tells the reader the tangible impact your project had.
%\tabitem $\lambda_2 < 0 > \lambda_1$
% \setlength{\extrarowheight}{.5em} % extra vert spacing b/w rows
% \begin{tabularx}{\textwidth}{p{3cm}>{\arraybackslash}X} % col widths
%\bfseries{Modeling Hospital Patient Trajectories } & I am studying the interactions of chronic conditions with heart failure using clustering and
%finite state modeling.\\
%\bfseries{\href{https://github.com/Vaa3D/vaa3d_tools/tree/master/hackathon/profundo}{Profundo}} & Using deep reinforcement learning to automatically trace neuron morphologies.\\
% \bfseries{Author ID} & NLP analysis to deanonymize the \textit{New York Times} \href{https://www.nytimes.com/2018/09/05/opinion/trump-white-house-anonymous-resistance.html}{``Resistance Op-Ed''} author.\\
% \bfseries{\href{https://github.com/amiralansary/tensorpack-medical}{Tensorpack}} & Contributed to deep RL framework for automating medical imaging tasks.\\
% \bfseries{visit2vec} & Created a word2vec variant for embedding patient visits \& clustering.\\
% \bfseries{Etsy Trends} & Stealth start-up: scraping Etsy \& programatically generating product ideas. \\
% \bfseries{\href{https://github.com/ncf-ds/police-traffic-stop-explorer}{PolceStops}} & Created a webapp to query and visualize the \href{https://openpolicing.stanford.edu/data/}{Stanford Open Policing dataset}.\\
% \bfseries{\href{https://github.com/crypdick/predict-donors-California-census}{Income \mbox{Prediction}}} & Predicted incomes using \href{https://www.aaai.org/Papers/KDD/1996/KDD96-033.pdf}{California census data} using feature engineering, support vector machines, and cross-validation.\\
% \bfseries{\href{https://github.com/crypdick/CapsNet-Keras-notMNIST}{Capsule Net}} & Trained \href{https://arxiv.org/abs/1710.09829}{CapsNet} for \href{https://en.wikipedia.org/wiki/Nonlinear_dimensionality_reduction}{manifold learning} of notMNIST; synthesizing data.\\
% \bfseries{\href{https://github.com/crypdick/policy-gradients-cartpole/blob/master/capstone_report.pdf}{CartPole}} & Solved a physics game using a deep policy gradient neural network.\\
% \end{tabularx}
%
%\ressubheading{\hypertarget{Mosquitogrant}Multisensory Integration in Mosquitos}{Seattle, WA}{Fairhall Lab, University of Washington}{Oct. 2014 $\rightarrow$ Now}
%I create agent-based dynamical models of mosquito flight behavior and benchmark the models against wind-tunnel behavioral data.\\ % These models will be further validated using electrophysiological \& tethered flight data to test theories about multi-modal decision making.\\
% \ressubheading{\hypertarget{whalevolunteering}Humpback Whale Census}{James Price Point, Australia}{Kimberley Community Whale Research Project}{Aug. 2012 $\rightarrow$ Oct. 2012}
% A community-initiated peer-review at the proposed site of the world's second-largest liquefied gas processing port. This peer-review's estimates of humpback migration and breeding activity near James Price Point revealed gross discrepancies in the original oil conglomerate's survey. \\ %old link\href{http://tinyurl.com/JPP-humpback-whale-survey-2013}{peer-review}'s
% \ressubheading{Honors Baccalaureate Thesis}{Sarasota, FL}{Walstrom Lab, New College of Florida}{Aug. 2010 $\rightarrow$ May 2011}
% My capstone \hyperlink{thesispub}{thesis project} proposes a model for RNA Helicase A function in endogenous \emph{C. elegans} RNAi pathways.\\ % My baccalaureate exam was administered by a committee of faculty and consisted of a thesis defense followed by a comprehensive oral exam covering all courses I took at New College.\\
% \ressubheading{Tutorials}{Sarasota, FL}{New College of Florida}{Aug. 2007 $\rightarrow$ May 2011}
% I created classes using New College's tutorial system, in which students are able to design courses in collaboration with faculty. Highlights: ``Wikipedia: Community, Technology, Society", ``Quantitative RT-PCR", ``Arduino Programming", ``Floridian Invasive Species", and ``Organic Lab Research".\\
% \ressubheading{Genomics Outreach for Minorities Project (NSF-REU)}{Seattle, WA}{Pallanck Lab, University of Washington}{May 2010 $\rightarrow$ Aug. 2010}
% I helped establish a method to grow, stain, and image primary dopaminergic neural culture from \textit{Drosophila} embryos in order to test whether Parkin and PINK1, proteins involved in Parkinson's disease, are recruited to depolarized mitochondria in dopaminergic neurons. This research was \hyperlink{neuronpub}{published} in \textit{PNAS}.\\
% \ressubheading{Lab Technician}{Sarasota, FL}{New College of Florida Dept. of Natural Sciences}{Feb. 2010 $\rightarrow$ Sep. 2010}
% Routine duties for the department, including autoclaving and disposing lab waste, preparing and sterilized solutions and agar plates, and preparing lab courses as needed. \\
% \ressubheading{Organic Lab Research Tutorial}{Sarasota, FL}{Scudder Lab, New College of Florida}{Sep. 2008 $\rightarrow$ Nov. 2009}
% I partially synthesized precursors to a novel high-valent iron-stabilizing macrocycle based on the active site of cytochrome P450.\\ % My work was summarized in a paper entitled, ``Towards Synthesis of a Cytochrome P450 Mimic".\\ % A continuation of New College graduate Dan Kaplan's thesis research.
% \ressubheading{Summer Undergraduate Research Program (NSF-REU)}{Pittsburgh, PA}{McCartney Lab, Carnegie Mellon University}{May 2009 $\rightarrow$ Aug. 2009}
% I determined that APC2, a protein with probable roles in colon cancer tumorogenesis, did not interact with $\beta$-catenin of the Wnt pathway's destruction complex. I determined that APC2's conserved N-terminal domain was not essential for its proper localization. This research was \hyperlink{carnegiepub}{published} in \textit{Genetics}.\\
%
% \ressubheading{Independent Study Project}{Sarasota, FL}{New College of Florida}{Jan. 2009}
% A 4-week project conducted under the direction of Dr.\ Necmettin Yildirim. Using MATLAB, we modelled biological and chemical systems, particularly oscillating kinetic systems such as the Brusselator.\\ % I presented my work in a seminar entitled, ``Modelling the Dynamics of Life".\\
%
% \ressubheading{Independent Study Project}{Sarasota, FL}{McCord Lab, New College of Florida}{Jan. 2008}
% I studied chromatographic theory and operated gas and high-pressure liquid chromatographs.\\ % I researched and isolated triclosan, a ubiquitous bactericide and suspect carcinogen.\\
%%%%%%%%%%%%%%%%%
\resheading{~~Education}
\textbf{M.S. Data Science}, \textit{New College of Florida.} Full tuition scholarship. \hfill 2017 --- 2018\\
%\textbf{Artificial Intelligence Engineer Nanodegree}, \textit{Udacity} \hfill 2017\\
\textbf{B.A., Chemistry/Biology (Honors)}, \textit{New College of Florida} \hfill 2007 --- 2011\\
%{Aug. 2007 $\rightarrow$ May 2011} % removed dates as recommended in https://www.themuse.com/advice/45-quick-changes-that-help-your-resume-get-noticed-2
% Thesis: ``Ebbs and Glows: Quantifying Small RNA Concentrations in \textit{C. elegans}''\\
\textbf{Harriet L. Wilkes Honors College}, \textit{Early admission (16 years old)} \hfill 2006 --- 2007\\
\textbf{MOOC}: Comp. Neurosci. ('14), ML Foundations ('16), ML Engineer ('17), GANs ('20), MLOPs ('21)
\end{document}