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resume.tex
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resume.tex
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\documentclass[9pt]{article}
\usepackage{fullpage}
\usepackage{amsmath}
\usepackage{amssymb}
\usepackage[usenames]{color}
\usepackage{fontawesome}
\usepackage[normalem]{ulem}
\leftmargin=0.25in
\oddsidemargin=0.25in
\textwidth=6.0in
\topmargin=-0.25in
\textheight=9.25in
\raggedright
%\pagenumbering{arabic}
\pagenumbering{gobble}
\def\bull{\vrule height 0.8ex width .7ex depth -.1ex }
% DEFINITIONS FOR RESUME
\newenvironment{changemargin}[2]{%
\begin{list}{}{%
\setlength{\topsep}{0pt}%
\setlength{\leftmargin}{#1}%
\setlength{\rightmargin}{#2}%
\setlength{\listparindent}{\parindent}%
\setlength{\itemindent}{\parindent}%
\setlength{\parsep}{\parskip}%
}%
\item[]}{\end{list}
}
\newcommand{\lineover}{
\begin{changemargin}{-0.05in}{-0.05in}
\vspace*{-8pt}
\hrulefill \\
\vspace*{-2pt}
\end{changemargin}
}
\newcommand{\header}[1]{
\begin{changemargin}{-0.5in}{-0.5in}
\scshape{#1}\\
\lineover
\end{changemargin}
}
\newcommand{\contact}[4]{
\begin{changemargin}{-0.5in}{-0.5in}
\begin{center}
{\Large \scshape {#1}}\\ \smallskip
{#2}\\ \smallskip
{#3}\\ \smallskip
{#4}\smallskip
\end{center}
\end{changemargin}
}
\newenvironment{body} {
\vspace*{-16pt}
\begin{changemargin}{-0.25in}{-0.5in}
}
{\end{changemargin}
}
\newcommand{\school}[4]{
\textbf{#1} \hfill \emph{#2\\}
#3\\
#4\\
}
% END RESUME DEFINITIONS
\begin{document}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% Contact Info
\begin{center}
{\Large \scshape Vibhor Kumar}
\end{center}
\vspace*{-2pt}
\faCcVisa \hspace{0.25mm} \textbf{research.visa.com} \hspace{7.25mm} \faGithub \hspace{0.25mm} \textbf{github.com/veezbo} \hspace{7.25mm} \faLinkedinSquare \hspace{0.25mm} \textbf{linkedin.com/in/kumarvibhor/} \\
\vspace*{3pt} \hspace{12.25mm} \faEnvelope \hspace{0.1mm} \textbf{[email protected]} \hspace{8.25mm} \faMobile : \textbf{ 1 (513) 293-1138}\\
%\hspace{-6mm} Github: \textbf{github.com/veezbo} \hspace{9mm} Email: \textbf{[email protected]} \hspace{9mm} Phone: \textbf{(513) 293-1138}
\vspace{1pt}
\smallskip
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% Education
\header{Education}
%\smallskip
\begin{body}
\vspace{16pt}
\textbf{California Inst. of Technology [Caltech]}{}, \emph{B.S. with Honors in CS, 3.8/4.0} \hfill \emph{Sep. 2012 - Jun. 2016}{} \\
\vspace{-3pt}
\begin{itemize} \itemsep -0pt
\item At Caltech, I studied Computer Science, with a side-focus on Neuroscience. I worked on projects in both the industry and academia in a variety of fields, including Computer Graphics, Natural Language Processing, Cognitive Science, Computational Linguistics, and Machine Learning. I gained an appreciation for the difficulty in translating theory into practical results, and want to continue to bridge that gap.
\end{itemize}
\end{body}
\smallskip
\vspace*{-3pt}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% Experience
\header{Work and Experience}
%\smallskip
\begin{body}
\vspace{14pt}
\textbf{Visa Research}, \emph{Research Engineer} \hfill \emph{Jul. 2016 - Present}\\
\vspace*{-3pt}
\begin{itemize} \itemsep -0pt %reduce space between items
\item Working on Big Data Analytics and Machine Learning (esp. Deep Learning) projects using structured datasets that give remarkable insight into financial trends and human behavior.
\item Responsible for unifying data from various sources at Visa, and making some of the necessary transformations and derivations for training Deep Learning models.
\item Filed patent for an action detection system on video data to automate service-related payments. Other ideas have been designed as Visa trade secrets.
\end{itemize}
\vspace*{-2pt}
\textbf{Janelia Research Campus (HHMI)}, \emph{Research Consultant} \hfill \emph{Oct. 2015 - Jan. 2016}\\
\vspace*{-3pt}
\begin{itemize} \itemsep -0pt %reduce space between items
\item Analyzed raw electron-microscope scans of the entire Drosophila fly brain using CNNs in a Computer Vision framework to efficiently and accurately segment millions of synaptic connections.
\item Contributed data augmentation pipeline to address small labeled data issue and other project-specific changes to the CNN model.
\end{itemize}
\vspace*{-2pt}
\textbf{Tokyo Institute of Technology}, \emph{Research Exchange Student} \hfill \emph{Jun. 2015 - Aug. 2015}\\
\vspace*{-3pt}
\begin{itemize} \itemsep -0pt %reduce space between items
\item Explored Cognitive Neuroscience from the perspective of Computer Science by carefully analyzing fMRI data, collected from language tasks, using standard statistical and Machine Learning techniques.
\item Devised a novel Machine Learning paradigm to apply the technique of MVPA to our unique dataset.
\end{itemize}
\vspace*{-2pt}
\textbf{Apple}, \emph{Platform Architecture - Graphics Research Intern} \hfill \emph{Jun. 2014 - Sept. 2014}\\
\vspace*{-3pt}
\begin{itemize} \itemsep -0pt %reduce space between items
\item Worked with the exploratory graphics team to provide recommendations for future graphics hardware.
\item Developed novel graphics software algorithms for efficient and visually appealing improvements over the current pipeline, and pre-existing techniques.
\end{itemize}
% \vspace*{-2pt}
% \textbf{Samsung Mobile R\&D}, \emph{Software Engineering Intern} \hfill \emph{July 2013 - September 2013}\\
% \vspace*{-3pt}
% \begin{itemize} \itemsep -0pt %reduce space between items
% \item Developed testing suites for enterprise security applications and their derivatives by working with Android testing tools and bash/python scripting for full automation.
% \item Worked alongside my team by handling automation and development, and created test cases for various parts of the overall testing suite, including optimizing a UI interface for internal use.
% %\item Fixed errors with testing tools, involving careful manipulation of the Android source code, while additionally ensuring compatibility with Samsung's current and future internal modifications.
% \end{itemize}
% \vspace*{-2pt}
% \textbf{Caltech}, \emph{Teaching Assistant and Tutor} \hfill \emph{Various}\\
% \vspace*{-3pt}
% \begin{itemize} \itemsep -0pt %reduce space between items
% \item CS 171: Computer Graphics (\emph{September 2013 - January 2014}), Ma 191: Computational Linguistics (\emph{January 2015 - April 2015}), Japanese Beginner and Intermediate (\emph{September 2015 - Present})
%\item Responsibilities included holding occasional recitation sessions, weekly office hours, and grading student assignments. Additionally designed study guides to help students finish the assignments.
% \end{itemize}
% \vspace*{-1pt}
% \textbf{ChoiceFork}, \emph{Researcher} \hfill \emph{April 2013 - June 2013}\\
% \vspace*{-3pt}
% \begin{itemize} \itemsep -0pt % reduce space between items
% \item Built up from scratch the logistics of improving decision making on the internet as the sole researcher and developer. The resulting methodology was grounded in Natural Language Processing.
% \end{itemize}
\smallskip
\vspace*{-3pt}
%\textbf{Vora Labs}, \emph{Testing and Software Development} \hfill \emph{Summer 2012}\\
%\vspace*{-5pt}
%\begin{itemize} \itemsep -0pt % reduce space between items
% \item Created unit tests with JUnit for all parts of the development on the backend, while additionally developing various backend and frontend tasks as needed, including product search recommendations.
%\end{itemize}
\vspace*{-5pt}
\smallskip
\end{body}
% \newpage{} % uncomment this line if you want to force a new page
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% Projects
\header{Selected Research Projects}
%\smallskip
\begin{body}
\vspace{16pt}
\textbf{Latent Transaction Feature Discovery with Deep Generative Models}, \emph{Visa Research} \hfill \emph{Present}
\vspace*{-3pt}
\begin{itemize} \itemsep -0pt
\item Using deep generative models (VAE, GAN, and hybrids) trained on transaction data with continuous and categorical features for synthetic transaction generation and the learning of latent features to improve merchant recommendation and fraud detection.
\end{itemize}
\vspace*{-3pt}
\textbf{Shopping Influencers for Targeted Marketing}, \emph{Visa Research} \hfill \emph{Present} \\
\vspace*{-3pt}
\begin{itemize} \itemsep -0pt
\item Won the 2016 Visa Global Hackathon by inferring relationships from raw transaction data and identifying influencers. Implemented whole pipeline using Apache Pig and a novel MapReduce formulation.
\end{itemize}
% \vspace{-3pt}
% \textbf{Neuronal Tracing in Brains using CNNs}, \emph{Janelia Research Campus} \hfill \emph{Oct. 2015 - Jan. 2016}
% \vspace*{-3pt}
% \begin{itemize} \itemsep -0pt
% \item Analyzing raw electron-microscope scans of the entire Drosophila fly brain using CNNs in a Computer Vision framework to efficiently and accurately segment millions of synaptic connections.
% \end{itemize}
\vspace*{-3pt}
\textbf{Neural Basis of Language Switching in Jap.-Eng. Bilinguals}, \emph{Tokyo Tech} \hfill \emph{Jun. 2015 - Aug. 2015} \\
\vspace*{-3pt}
\begin{itemize} \itemsep -0pt
\item Analyzed fMRI data collected from Japanese-English bilinguals during a language-switching task to confirm involved brain regions, and to study underlying patterns using machine learning to simultaneously understand the neural basis of semantic representation of objects and bilingual language-switching.
\end{itemize}
% \vspace{-3pt}
% \textbf{Boundary Conditions of Mesh Conformal Parametrization}, \emph{CS176 Research} \hfill \emph{Dec. 2013 - April 2014} \\
% \vspace*{-3pt}
% \begin{itemize} \itemsep -0pt
% \item Investigating boundary conditions involved in conformal parametrization of meshes, and finding alternatives to the de-facto Von Neumann boundary conditions in mesh processing.
% \end{itemize}
% \vspace*{-1pt}
% \textbf{Edge-Preserving Linear-Time Smoothing Optimization}, \emph{CS174 Research} \hfill \emph{March 2013 - June 2013} \\
% \vspace*{-3pt}
% \begin{itemize} \itemsep -0pt
% \item Optimizing an edge-preserving linear-time smoothing filter algorithm (Gastal, Oliviera; SIGGRAPH 2011), and implementing both a CPU and GPU version with novel improvements.
% \end{itemize}
\vspace*{-8pt}
%\textbf{Automated Inbetweening between Noisy Keyframes}, \emph{CS81 Research} \hfill \emph{Dec. 2012 - March 2013} \\
% \vspace*{-3pt}
%\begin{itemize} \itemsep -0pt
% \item Using ideas from both Computer Graphics and Applied Math to develop a generalized method that can automatically generate artist-drawn keyframes in a way that is faithful to the artist's intent.
%\end{itemize}
\end{body}
\smallskip
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% Skills
\header{Skills and Awards}
\smallskip
\begin{body}
\vspace{14pt}
\uline{Skills:} \textbf{Python}, Java, C/C , Haskell, \textbf{TensorFlow}, Caffe, \textbf{Apache Pig}/Hive, Hadoop MapReduce, CUDA, OpenCV, Matlab, Bash Scripting, \LaTeX, Markdown, Git and Github, Japanese\\
\medskip
\uline{Awards:} 1st Place at Visa Global Hackathon 2016 (\emph{Fall 2016}),
Tokyo Institute of Technology International Research Opportunities Program (TiROP): Caltech Representative (\emph{Summer 2015}),
Caltech Scholarships (Stauffer, Marion Gene Vincenti, Frances and Howard Vesper),
1st place at Google Games Coding (\emph{Spring 2013}),
11th Place Regional ACM Collegiate Programming Contest (\emph{Winter 2012})
%Association for Computing Machinery Membership, (\emph{Spring 2013}),
%Top 5 in Silver Division on USA Computing Olympiad US Open Contest (\emph{Spring 2012})
%Honda-OSU Math Medal (\emph{Spring 2012}),
%1st Place American Computer Science League Contest (\emph{Spring 2012})
% \begin{itemize} \itemsep -0pt
% \item
%
% \item
% \end{itemize}
\end{body}
\end{document}