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<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
<title>Andreea Bobu | Curriculum Vitae</title>
<meta name="description" content="A beautiful Jekyll theme for academics">
<!-- Fonts and Icons -->
<link rel="stylesheet" type="text/css" href="https://fonts.googleapis.com/css?family=Roboto:300,400,500,700|Roboto+Slab:100,300,400,500,700|Material+Icons" />
<!-- CSS Files -->
<link rel="stylesheet" href="/assets/css/all.min.css">
<link rel="stylesheet" href="/assets/css/academicons.min.css">
<link rel="stylesheet" href="/assets/css/main.css">
<link rel="canonical" href="/cv/">
</head>
<body>
<!-- Header -->
<nav id="navbar" class="navbar fixed-top navbar-expand-md grey lighten-5 z-depth-1 navbar-light">
<div class="container-fluid p-0">
<a class="navbar-brand title font-weight-lighter" href="/"><span class="font-weight-bold">Andreea</span> Bobu</a>
<button class="navbar-toggler ml-auto" type="button" data-toggle="collapse" data-target="#navbarNav" aria-controls="navbarNav" aria-expanded="false" aria-label="Toggle navigation">
<span class="navbar-toggler-icon"></span>
</button>
<div class="collapse navbar-collapse text-right" id="navbarNav">
<ul class="navbar-nav ml-auto flex-nowrap">
<li class="nav-item ">
<a class="nav-link" href="/">
About
</a>
</li>
<li class="nav-item navbar-active font-weight-bold">
<a class="nav-link" href="/cv/">
Curriculum Vitae
<span class="sr-only">(current)</span>
</a>
</li>
<li class="nav-item ">
<a class="nav-link" href="/projects/">
Projects
</a>
</li>
<li class="nav-item ">
<a class="nav-link" href="/publications/">
Publications
</a>
</li>
<li class="nav-item ">
<a class="nav-link" href="/teaching/">
Teaching
</a>
</li>
</ul>
</div>
</div>
</nav>
<!-- Scrolling Progress Bar -->
<progress id="progress" value="0">
<div class="progress-container">
<span class="progress-bar"></span>
</div>
</progress>
<!-- Content -->
<div class="content">
<h1>Curriculum Vitae</h1>
<h6></h6>
<!-- Place PDF download link at the top right. -->
<div class="row" style="margin-top: -3.5em;">
<a class="ml-auto mr-2" href="/assets/pdf/vitae.pdf" target="_blank">
<img height="60px" src="/assets/img/pdf_icon.svg" />
</a>
</div>
<div class="cv">
<div class="card mt-3 p-3">
<h3 class="card-title">General Information</h3>
<div>
<table class="table table-sm table-borderless">
<tr>
<td class="p-0 pr-2 font-weight-bold text-right"><b>Full Name</b></td>
<td class="p-0 pl-2 font-weight-light text-left">Andreea Bobu</td>
</tr>
<tr>
<td class="p-0 pr-2 font-weight-bold text-right"><b>Contact</b></td>
<td class="p-0 pl-2 font-weight-light text-left">abobu [at] berkeley [dot] edu</td>
</tr>
<tr>
<td class="p-0 pr-2 font-weight-bold text-right"><b>Languages</b></td>
<td class="p-0 pl-2 font-weight-light text-left">Romanian (native), English (fluent), French (intermediate), German (beginner), Turkish (beginner)</td>
</tr>
</table>
</div>
</div>
<div class="card mt-3 p-3">
<h3 class="card-title">Education</h3>
<div>
<ul class="card-text font-weight-light list-group list-group-flush">
<li class="list-group-item">
<div class="row">
<div class="col-xs-2 cl-sm-2 col-md-auto text-left" style="width: 90px;">
<span class="badge font-weight-bold light-blue darken-1 text-uppercase align-middle" style="width: 90px;">
2017 - now
</span>
</div>
<div class="col-xs-10 cl-sm-10 col-md mt-2 mt-md-0">
<h6 class="title font-weight-bold ml-1 ml-md-4">University of California Berkeley – Ph.D. in Computer Science</h6>
<ul class="items">
<li>
<span class="item">Advised by <a href="https://people.eecs.berkeley.edu/~anca/" target="_blank"><b>Prof. Anca D. Dragan</b></a></span>
</li>
<li>
<span class="item">GPA: 4.0 (4.0 scale)</span>
</li>
</ul>
</div>
</div>
</li>
<li class="list-group-item">
<div class="row">
<div class="col-xs-2 cl-sm-2 col-md-auto text-left" style="width: 90px;">
<span class="badge font-weight-bold light-blue darken-1 text-uppercase align-middle" style="width: 90px;">
2013 - 2017
</span>
</div>
<div class="col-xs-10 cl-sm-10 col-md mt-2 mt-md-0">
<h6 class="title font-weight-bold ml-1 ml-md-4">Massachusetts Institute of Technology – B.S. in Computer Science and Engineering</h6>
<ul class="items">
<li>
<span class="item">Advised by <a href="http://people.csail.mit.edu/polina/" target="_blank"><b>Prof. Polina Golland</b></a>, <a href="http://people.csail.mit.edu/stefje/" target="_blank"><b> Prof. Stefanie Jegelka</b></a>, and <a href="http://web.mit.edu/adalca/www/index.html" target="_blank"><b> Prof. Adrian Dalca</b></a></span>
</li>
<li>
<span class="item">GPA: 5.0 (5.0 scale)</span>
</li>
</ul>
</div>
</div>
</li>
</ul>
</div>
</div>
<div class="card mt-3 p-3">
<h3 class="card-title">Work Experience</h3>
<div>
<ul class="card-text font-weight-light list-group list-group-flush">
<li class="list-group-item">
<div class="row">
<div class="col-xs-2 cl-sm-2 col-md-auto text-left" style="width: 90px;">
<span class="badge font-weight-bold light-blue darken-1 text-uppercase align-middle" style="width: 90px;">
Summer 2018 <br />   & <br /> Spring 2019
</span>
</div>
<div class="col-xs-10 cl-sm-10 col-md mt-2 mt-md-0">
<h6 class="title font-weight-bold ml-1 ml-md-4">Software Engineering Intern at Google Research</h6>
<ul class="items">
<li>
<span class="item"><a href="https://ai.googleblog.com/2016/10/graph-powered-machine-learning-at-google.html" target="_blank"><b>Expander team</b></a> in <a href="https://ai.google/research/" target="_blank"><b>Google Research</b></a> , Mountain View, CA, USA</span>
</li>
<li>
<span class="item">Research in semi-supervised learning combining deep learning and graphs.</span>
</li>
</ul>
</div>
</div>
</li>
<li class="list-group-item">
<div class="row">
<div class="col-xs-2 cl-sm-2 col-md-auto text-left" style="width: 90px;">
<span class="badge font-weight-bold light-blue darken-1 text-uppercase align-middle" style="width: 90px;">
Summer 2016
</span>
</div>
<div class="col-xs-10 cl-sm-10 col-md mt-2 mt-md-0">
<h6 class="title font-weight-bold ml-1 ml-md-4">Software Engineering Intern at Google X</h6>
<ul class="items">
<li>
<span class="item"><a href="https://www.google.com/selfdrivingcar/" target="_blank"><b>Self-Driving Car team</b></a> in <a href="https://x.company/" target="_blank"><b>Google X</b></a> , Mountain View, CA, USA</span>
</li>
<li>
<span class="item">Undisclosed Machine Learning projects for the Google self-driving car.</span>
</li>
</ul>
</div>
</div>
</li>
<li class="list-group-item">
<div class="row">
<div class="col-xs-2 cl-sm-2 col-md-auto text-left" style="width: 90px;">
<span class="badge font-weight-bold light-blue darken-1 text-uppercase align-middle" style="width: 90px;">
Summer 2014
</span>
</div>
<div class="col-xs-10 cl-sm-10 col-md mt-2 mt-md-0">
<h6 class="title font-weight-bold ml-1 ml-md-4">Software Developer Intern at Microsoft</h6>
<ul class="items">
<li>
<span class="item"><a href="https://www.microsoft.com/en-us/windows/cortana" target="_blank"><b>Cortana team</b></a> at <a href="https://www.microsoft.com/en-us/" target="_blank"><b>Microsoft Corporation</b></a>, Redmond, WA, USA</span>
</li>
<li>
<span class="item">Undisclosed Machine Learning project for Cortana, Windows Phone’s digital personal assistant.</span>
</li>
</ul>
</div>
</div>
</li>
</ul>
</div>
</div>
<div class="card mt-3 p-3">
<h3 class="card-title">Research Experience</h3>
<div>
<ul class="card-text font-weight-light list-group list-group-flush">
<li class="list-group-item">
<div class="row">
<div class="col-xs-2 cl-sm-2 col-md-auto text-left" style="width: 90px;">
<span class="badge font-weight-bold light-blue darken-1 text-uppercase align-middle" style="width: 90px;">
2017 - now
</span>
</div>
<div class="col-xs-10 cl-sm-10 col-md mt-2 mt-md-0">
<h6 class="title font-weight-bold ml-1 ml-md-4">Machine Learning for understanding how the brain produces speech</h6>
<ul class="items">
<li>
<span class="item">Carnegie Mellon University, Pittsburgh, PA, USA</span>
</li>
<li>
<span class="item">Advised by <a href="http://www.cs.cmu.edu/~tom/" target="_blank"><b>Prof. Tom M. Mitchell</b></a> and <a href="http://www.cs.cmu.edu/~bapoczos/" target="_blank"><b>Dr. Barnabàs Pòczos</b></a></span>
</li>
<li>
<span class="item">Developing Machine Learning models that analyze neural activity signals (ECoG and Local Field Potentials) in order to understand how different properties of speech are represented in the brain, which can have major consequences for the treatment of many neurological disorders, such as Parkinson’s disease.</span>
</li>
</ul>
</div>
</div>
</li>
<li class="list-group-item">
<div class="row">
<div class="col-xs-2 cl-sm-2 col-md-auto text-left" style="width: 90px;">
<span class="badge font-weight-bold light-blue darken-1 text-uppercase align-middle" style="width: 90px;">
2018
</span>
</div>
<div class="col-xs-10 cl-sm-10 col-md mt-2 mt-md-0">
<h6 class="title font-weight-bold ml-1 ml-md-4">Monte Carlo methods for question answering</h6>
<ul class="items">
<li>
<span class="item">Carnegie Mellon University, Pittsburgh, PA, USA</span>
</li>
<li>
<span class="item">Advised by <a href="http://www.cs.cmu.edu/~bapoczos/" target="_blank"><b>Dr. Barnabàs Pòczos</b></a></span>
</li>
<li>
<span class="item">Using Monte Carlo Tree Search to answer natural language questions, using background knowledge represented as a graph.</span>
</li>
</ul>
</div>
</div>
</li>
<li class="list-group-item">
<div class="row">
<div class="col-xs-2 cl-sm-2 col-md-auto text-left" style="width: 90px;">
<span class="badge font-weight-bold light-blue darken-1 text-uppercase align-middle" style="width: 90px;">
2016 - 2017
</span>
</div>
<div class="col-xs-10 cl-sm-10 col-md mt-2 mt-md-0">
<h6 class="title font-weight-bold ml-1 ml-md-4">Machine Learning for understanding meaning representation in the brain</h6>
<ul class="items">
<li>
<span class="item">Carnegie Mellon University, Pittsburgh, PA, USA</span>
</li>
<li>
<span class="item">Advised by <a href="http://www.cs.cmu.edu/~bapoczos/" target="_blank"><b>Dr. Barnabàs Pòczos</b></a> and <a href="http://www.cs.cmu.edu/~tom/" target="_blank"><b>Prof. Tom M. Mitchell</b></a></span>
</li>
<li>
<span class="item">Developed Machine Learning models that combine neural activity time series of different modalities. The goal was to use brain activity recordings, such as fMRI, EEG and MEG, to understand how the brain processes language. I focused on Deep Learning models, such as recurrent neural networks.</span>
</li>
</ul>
</div>
</div>
</li>
<li class="list-group-item">
<div class="row">
<div class="col-xs-2 cl-sm-2 col-md-auto text-left" style="width: 90px;">
<span class="badge font-weight-bold light-blue darken-1 text-uppercase align-middle" style="width: 90px;">
2014 - 2015
</span>
</div>
<div class="col-xs-10 cl-sm-10 col-md mt-2 mt-md-0">
<h6 class="title font-weight-bold ml-1 ml-md-4">Computer Vision for unsupervised object discovery in video</h6>
<ul class="items">
<li>
<span class="item">Carnegie Mellon University, Pittsburgh, PA, USA</span>
</li>
<li>
<span class="item">Advised by <a href="https://sites.google.com/site/mariusleordeanu/home" target="_blank"><b>Dr. Marius Leordeanu</b></a></span>
</li>
<li>
<span class="item">Unsupervised object discovery in video based on multiple frames matching. We also proposed a fast method for detecting the main object of interest in a video, titled VideoPCA.</span>
</li>
</ul>
</div>
</div>
</li>
<li class="list-group-item">
<div class="row">
<div class="col-xs-2 cl-sm-2 col-md-auto text-left" style="width: 90px;">
<span class="badge font-weight-bold light-blue darken-1 text-uppercase align-middle" style="width: 90px;">
Summer 2013
</span>
</div>
<div class="col-xs-10 cl-sm-10 col-md mt-2 mt-md-0">
<h6 class="title font-weight-bold ml-1 ml-md-4">Research Internship in Machine Learning at EPFL</h6>
<ul class="items">
<li>
<span class="item">École Polytechnique Fédérale de Lausanne, Laboratory for Probabilistic Machine Learning</span>
</li>
<li>
<span class="item">Advised by <a href="https://www.linkedin.com/in/matthias-seeger-3010b765" target="_blank"><b>Dr. Matthias Seeger</b></a></span>
</li>
<li>
<span class="item">Used topic models to explore the correlation between social media messages from Twitter and the location of the users, with applications to user profiling, topic tracking and content recommendation. I was responsible with applying various machine learning models and parallelizing the code in order to scale well.</span>
</li>
</ul>
</div>
</div>
</li>
<li class="list-group-item">
<div class="row">
<div class="col-xs-2 cl-sm-2 col-md-auto text-left" style="width: 90px;">
<span class="badge font-weight-bold light-blue darken-1 text-uppercase align-middle" style="width: 90px;">
Summer 2013
</span>
</div>
<div class="col-xs-10 cl-sm-10 col-md mt-2 mt-md-0">
<h6 class="title font-weight-bold ml-1 ml-md-4">Research for Undergraduates Program</h6>
<ul class="items">
<li>
<span class="item">Politehnica University of Timisoara, Romania</span>
</li>
<li>
<span class="item">Advised by <b>Prof. Emilia Petrisor</b></span>
</li>
<li>
<span class="item">Implemented algorithms for spectral clustering of nodes in a graph, based on minimum graph cut, with applications to data mining and statistics, such as clustering information from documents on the web and medical images segmentation.</span>
</li>
</ul>
</div>
</div>
</li>
</ul>
</div>
</div>
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<h3 class="card-title">Honors and Awards</h3>
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<ul class="card-text font-weight-light list-group list-group-flush">
<li class="list-group-item">
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<span class="badge font-weight-bold light-blue darken-1 text-uppercase align-middle" style="width: 90px;">
Fellowships
</span>
</div>
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<ul class="items">
<li>
<span class="item">Center for Machine Learning and Health (<a href="https://www.cs.cmu.edu/cmlh-cfp" target="_blank"><b>CMLH) Fellowship in Digital Health</b></a> (2018)</span>
</li>
</ul>
</div>
</div>
</li>
<li class="list-group-item">
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<span class="badge font-weight-bold light-blue darken-1 text-uppercase align-middle" style="width: 90px;">
Scholarships
</span>
</div>
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<ul class="items">
<li>
<span class="item"><a href="https://www.gatescambridge.org/" target="_blank"><b>Gates Cambridge Scholarship</b></a> (2014)</span>
</li>
<li>
<span class="item"><a href="https://www.womentechmakers.com/scholars" target="_blank"><b>Google Anita Borg Memorial Scholarship</b></a> (2013)</span>
</li>
<li>
<span class="item"><a href="https://www.iie.org/Programs/GE-Foundation-Scholar-Leaders" target="_blank"><b>GE (General Electric) Foundation Scholar Leaders Program </b></a> (2012)</span>
</li>
</ul>
</div>
</div>
</li>
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<span class="badge font-weight-bold light-blue darken-1 text-uppercase align-middle" style="width: 90px;">
Awards
</span>
</div>
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<ul class="items">
<li>
<span class="item">Best poster award at the Eastern European Machine Learning Summer School in Bucharest, Romania (2019)</span>
</li>
<li>
<span class="item">Machine Learning Department Teaching Assistant Award (2018)</span>
</li>
<li>
<span class="item">Carnegie Mellon University Neurohackathon: 2<sup>nd</sup> place (2017)</span>
</li>
<li>
<span class="item">KTH University Programming Challenge, Sweden: Top 10 contestants (2013)</span>
</li>
<li>
<span class="item">ACM International Collegiate Programming Contest (<b>ACM-ICPC</b>): Honorable Mention in Southeastern European Regional (2013, 2012, 2011)</span>
</li>
<li>
<span class="item"><b>Microsoft Imagine Cup</b>: Top 20 in the World Finals (2012), 1<sup>st</sup> team in the Romanian National Finals (2012)</span>
</li>
<li>
<span class="item"><b>Romanian National Olympiad in Informatics</b>: Gold Medal (2008), Bronze Medal (2010), 1<sup>st</sup> Place (2004), 2<sup>nd</sup> Place (2005), Honorable Mention (2010, 2008, 2007, 2003)</span>
</li>
<li>
<span class="item">Kangaroo International Mathematical Competition: 2<sup>nd</sup> prize in Romanian National Finals (2009, 2010)</span>
</li>
</ul>
</div>
</div>
</li>
</ul>
</div>
</div>
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<h3 class="card-title">Teaching Experience</h3>
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<span class="badge font-weight-bold light-blue darken-1 text-uppercase align-middle" style="width: 90px;">
Spring 2018
</span>
</div>
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<h6 class="title font-weight-bold ml-1 ml-md-4"><b>Teaching Assistant</b> for <b>Graduate Machine Learning</b></h6>
<ul class="items">
<li>
<span class="item">Graduate level introduction to machine learning class <a href="http://www.cs.cmu.edu/~pradeepr/courses/701/2018-spring/" target="_blank"><b>10-701 Graduate Machine Learning</b></a> at Carnegie Mellon University</span>
</li>
<li>
<span class="item">Taught by <a href="https://www.cs.cmu.edu/~pradeepr/" target="_blank"><b>Prof. Pradeep Ravikumar</b></a> and <a href="https://www.cs.cmu.edu/~mmv/" target="_blank"><b>Prof. Manuela Veloso</b></a></span>
</li>
<li>
<span class="item">I was awarded a Machine Learning Department <a href="https://www.ml.cmu.edu/news/news-archive/2018/may/machine-learning-ta-awards-2018.html" target="_blank"><b>Teaching Assistant Award</b></a></span>
</li>
</ul>
</div>
</div>
</li>
<li class="list-group-item">
<div class="row">
<div class="col-xs-2 cl-sm-2 col-md-auto text-left" style="width: 90px;">
<span class="badge font-weight-bold light-blue darken-1 text-uppercase align-middle" style="width: 90px;">
Fall 2017
</span>
</div>
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<h6 class="title font-weight-bold ml-1 ml-md-4"><b>Teaching Assistant</b> for <b>Topics in Deep Learning</b></h6>
<ul class="items">
<li>
<span class="item">Graduate level deep learning class <a href="http://www.cs.cmu.edu/~rsalakhu/10707/" target="_blank"><b>10-707 Topics in Deep Learning</b></a> at Carnegie Mellon University</span>
</li>
<li>
<span class="item">Taught by <a href="https://www.cs.cmu.edu/~rsalakhu/" target="_blank"><b>Prof. Ruslan Salakhutdinov</b></a></span>
</li>
</ul>
</div>
</div>
</li>
<li class="list-group-item">
<div class="row">
<div class="col-xs-2 cl-sm-2 col-md-auto text-left" style="width: 90px;">
<span class="badge font-weight-bold light-blue darken-1 text-uppercase align-middle" style="width: 90px;">
2013-14
</span>
</div>
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<h6 class="title font-weight-bold ml-1 ml-md-4">Teaching algorithms for competitive programming</h6>
<ul class="items">
<li>
<span class="item">Co-organized a competitive programming seminar at Politehnica University of Timisoara for university and high-school students interested to train for algorithmic competitions (e.g. ACM-ICPC, informatics olympiad).</span>
</li>
<li>
<span class="item">Taught algorithms and data structures used in competitive programming, designed and solved practice problems and internal competitions.</span>
</li>
</ul>
</div>
</div>
</li>
</ul>
</div>
</div>
<div class="card mt-3 p-3">
<h3 class="card-title">Computer skills</h3>
<div>
<ul class="card-text font-weight-light list-group list-group-flush">
<li class="list-group-item">○ Programming languages: C, C++, Python, Matlab, Java.</li>
<li class="list-group-item">○ Data Structures and Algorithms: Familiarity with concepts used in algorithmic competitions and machine learning research.</li>
<li class="list-group-item">○ Frameworks: Tensorflow, NumPy, SciPy, Pandas.</li>
<li class="list-group-item">○ Database Systems: MySQL.</li>
</ul>
</div>
</div>
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<h3 class="card-title">Technical Projects</h3>
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<h6 class="title font-weight-bold ml-1 ml-md-4">LiveX Learning Platform</h6>
<ul class="items">
<li>
<span class="item">Tutoring system for kindergarten and school children based on a software platform that runs in the cloud, Windows Phone 7 devices and a set of electronic learning cubes called “IQubes” (our hardware invention).</span>
</li>
<li>
<span class="item">Project proposed by our team, called IQube, that competed in the world finals of the Microsoft Imagine Cup competition.</span>
</li>
</ul>
</div>
</div>
</li>
<li class="list-group-item">
<div class="row">
<div class="col-xs-10 cl-sm-10 col-md mt-2 mt-md-0">
<h6 class="title font-weight-bold ml-1 ml-md-4">Face and Hand Gesture Recognition for Human - Computer Interaction</h6>
<ul class="items">
<li>
<span class="item">Framework for C++ developers to extend their graphical user interfaces with more natural means of communication.</span>
</li>
<li>
<span class="item">Works in real-time using a computer web camera.</span>
</li>
</ul>
</div>
</div>
</li>
<li class="list-group-item">
<div class="row">
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<h6 class="title font-weight-bold ml-1 ml-md-4">Public Transport Route Recommendation</h6>
<ul class="items">
<li>
<span class="item">Python application for the Timisoara city public transport system using real-time information from GPS devices installed on public transport vehicles.</span>
</li>
<li>
<span class="item">Overlays optimal routes suggestions on Google Maps (before they supported such a feature).</span>
</li>
</ul>
</div>
</div>
</li>
<li class="list-group-item">
<div class="row">
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<h6 class="title font-weight-bold ml-1 ml-md-4">Handwritten digits recognition</h6>
<ul class="items">
<li>
<span class="item">C library implementing various linear algebra methods.</span>
</li>
</ul>
</div>
</div>
</li>
</ul>
</div>
</div>
<div class="card mt-3 p-3">
<h3 class="card-title">Leadership and Volunteering Activities</h3>
<div>
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