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Final tweaks for insta
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css/custom.css

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:root { --base-colour: #012169; }
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:root {
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--base-colour: #012169;
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--light-colour: #E0E0E0;
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}
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::selection {
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background: var(--base-colour);
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color: var(--light-colour);
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}
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::-moz-selection {
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background: var(--base-colour);
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color: var(--light-colour);
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}
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body { background: url('/cream_pixels.png'); }
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a, a:visited, a:hover, a:active { color: var(--base-colour); }
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section {
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_background: #FFFFFF;
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background: rgba(255, 255, 255, 0.5);
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color: #2A2A2A;
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border: 1px solid #E0E0E0;
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border: 1px solid var(--light-colour);
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border-top: .25em solid var(--base-colour);
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border-radius: .25em;
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}
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}
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#header {
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color: var(--base-colour);
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border-bottom: .25em solid #E0E0E0;
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border-bottom: .25em solid var(--light-colour);
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}
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#sidenav {
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margin-top: 24px;

cv.pdf

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index.html

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</div>
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<div class="col-md-15 col-lg-16">
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<h1>Matt Crane</h1>
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<h2 class="type-sh1">Research Scientist at Facebook</h2>
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<h2 class="type-sh2">ML Infrastructure Software Engineer &#64; Instacart</h2>
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<ul class="list-inline visible-sm visible-xs">
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<li><a href="cv.pdf" title="CV"><i class="far fa-file-alt"></i></a></li>
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<li><a href="mailto:[email protected]" title="Email"><i class="far fa-envelope"></i></a></li>
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<li><a href="//facebook.com/snapbug" title="Facebook"><i class="fab fa-facebook"></i></a></li>
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<li><a href="//linkedin.com/in/matthewscrane" title="LinkedIn"><i class="fab fa-linkedin"></i></a></li>
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<li><a href="//github.com/snapbug" title="GitHub"><i class="fab fa-github"></i></a></li>
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<li><a href="//scholar.google.com/citations?user=dRqoj80AAAAJ" title="Google Scholar"><i class="ai ai-google-scholar"></i></a></li>
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<li><a href="//dblp.uni-trier.de/pers/hd/c/Crane:Matt" title="DBLP"><i class="ai ai-dblp"></i></a></li>
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<li><a href="//orcid.org/0000-0002-7677-3398" title="ORCID"><i class="ai ai-orcid"></i></a></li>
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<!-- <li><a href="//dblp.uni-trier.de/pers/hd/c/Crane:Matt" title="DBLP"><i class="ai ai-dblp"></i></a></li> -->
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<!-- <li><a href="//orcid.org/0000-0002-7677-3398" title="ORCID"><i class="ai ai-orcid"></i></a></li> -->
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</ul>
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</div>
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</div>
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<li><a href="//linkedin.com/in/matthewscrane" title="LinkedIn"><i class="fab fa-fw fa-linkedin"></i>LinkedIn</a></li>
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<li><a href="//github.com/snapbug" title="GitHub"><i class="fab fa-fw fa-github"></i>GitHub</a></li>
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<li><a href="//scholar.google.com/citations?user=dRqoj80AAAAJ" title="Google Scholar"><i class="ai fa-fw ai-google-scholar"></i>Google Scholar</a></li>
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<li><a href="//dblp.uni-trier.de/pers/hd/c/Crane:Matt" title="DBLP"><i class="ai fa-fw ai-dblp"></i>DBLP</a></li>
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<li><a href="//orcid.org/0000-0002-7677-3398" title="ORCID"><i class="ai fa-fw ai-orcid"></i>ORCID</a></li>
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<!-- <li><a href="//dblp.uni-trier.de/pers/hd/c/Crane:Matt" title="DBLP"><i class="ai fa-fw ai-dblp"></i>DBLP</a></li> -->
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<!-- <li><a href="//orcid.org/0000-0002-7677-3398" title="ORCID"><i class="ai fa-fw ai-orcid"></i>ORCID</a></li> -->
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</ul>
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</li>
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<li class="side-nav-c2"><a href="#about">About</a></li>
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<li class="side-nav-c2"><a href="#employment">Employment</a></li>
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<li class="side-nav-c2"><a href="#education">Education</a></li>
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<li class="side-nav-c2">
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<a href="#publications">Publications</a>
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<ul class="nav">
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<li><a href="#service-workshops">Workshops</a></li>
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</ul>
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</li>
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<li class="side-nav-c2"><a href="#education">Education</a></li>
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<li class="side-nav-c2"><a href="#awards">Awards</a></li>
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<li class="side-nav-c2">
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<a href="#presentations">Presentations</a>
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<ul class="nav">
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<li><a href="#presentations-2015">2015 &amp; Earlier</a></li>
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</ul>
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</li>
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<li class="side-nav-c2"><a href="#awards">Awards</a></li>
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<li class="side-nav-c2"><a href="#projects">Projects</a></li>
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</ul>
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</div>
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<ul>
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<li>
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I am a Research Scientist at Facebook in Ads Delivery. I am primarily interested in
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the advertising, information retrieval, and machine learning spaces. Prior to joining Facebook I was a
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Postdoctoral Fellow at the University of Waterloo in Canada having received my PhD from the University of Otago in New Zealand.
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I am a software engineer at Instacart working on machine learning infrastructure.
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I am primarily interested in the machine learning spaces, focusing on infrastructure to support advertising,
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information retrieval, and other machine learning systems. Prior to joining Instacart I was a
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Research Scientist working on ads delivery at Facebook having been a
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Postdoctoral Fellow at the University of Waterloo in Canada.
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</li>
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</ul>
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<a id="employment"></a><h4>Employment</h4>
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<ul>
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<li>
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<aside class="hidden-xs hidden-sm">Jul 2018&mdash;</aside>
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<strong>Research Scientist</strong><br /> Facebook<br /><br />
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<aside class="hidden-xs hidden-sm">Nov 2021&mdash;</aside>
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<strong>Machine Learning Infrastructure Software Engineer</strong> &vert; Instacart<br /><br />
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Building out the infrastructure that powers machine learning at Instacart.
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<!-- For all stages of the machine learning model lifecycle: data collection, feature -->
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<!-- generation and storage, model training, model deployment, and monitoring. -->
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</li>
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<li>
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<aside class="hidden-xs hidden-sm">Jul 2018&mdash;Nov 2021</aside>
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<strong>Research Scientist</strong> &vert; Meta (<emph>fka Facebook</emph>)<br /><br />
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My time in Facebook has been spent in the Ads
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&amp; Business Platform organization. I have
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My time in Facebook was spent in the Ads
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&amp; Business Platform organization. I
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focused on solving advertiser facing issues
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within the delivery system, including
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diagnosing systemic inefficiencies in ranking
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<li>
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<aside class="hidden-xs hidden-sm">Mar 2016&mdash;Mar 2018</aside>
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<strong>Postdoctoral Fellow</strong><br /> University of Waterloo<br /><br />
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<strong>Postdoctoral Fellow</strong> &vert; University of Waterloo<br /><br />
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Developed a novel anytime, score-safe, document scoring algorithm.
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Conducted research on reproducibility, and replicability, of
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<li>
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<aside class="hidden-xs hidden-sm">Late 2011&mdash;Early 2012</aside>
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<strong>Assistant Research Fellow</strong><br /> University of Otago <br /><br />
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Investigating the areas within the indexing process that the rest of the system were waiting on, and analysing these areas for potential speed-ups.
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<strong>Assistant Research Fellow</strong> &vert; University of Otago <br /><br />
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Investigating the areas within the indexing process that the rest of the system were waiting on, and analysing these areas for potential speed-ups.
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</li>
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<li>
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<strong>Lab Demonstrator</strong><br /> University of Otago <br /><br />
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A lab demonstrator has similar responsibilities to a teaching-assistant, helping students with their practical lab work. This demonstrating was undertaken while studying for both MSc (COMP150) and PhD (COSC241, COSC242, COSC244).
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<strong>Lab Demonstrator</strong> &vert; University of Otago <br /><br />
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A lab demonstrator has similar responsibilities to a teaching-assistant, helping students with their practical lab work. This demonstrating was undertaken while studying for both MSc (COMP150) and PhD (COSC241, COSC242, COSC244).
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<ul>
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<li> <a title="COMP150" href="//www.cs.otago.ac.nz/student/papers.php?name=COMP150">COMP150</a>: Practical Programming (in Python) <aside class="hidden-xs hidden-sm">S1-2009</aside> </li>
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<li> <a title="COSC241" href="//www.cs.otago.ac.nz/student/papers.php?name=COSC241">COSC241</a>: Programming and Problem Solving <aside class="hidden-xs hidden-sm">S1-2013 S1-2014 S1-2015</aside> </li>
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</li>
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<strong>Research Assistant</strong><br />
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University of Otago <br /><br />
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A research assistant is typically employed on a short-term contract in order to assist staff members with an ongoing research project. I have been involved in two of these:
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<strong>Research Assistant</strong> &vert; University of Otago <br /><br />
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A research assistant is typically employed on a short-term contract in order to assist staff members with an ongoing research project. I have been involved in two of these:
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<dl class="m-l-xxs">
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<aside class="hidden-xs hidden-sm">2009</aside>
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<dt>Relevance and Readability</dt>
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</ul>
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</section>
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<section class="m-t-xs p-h-xs p-b-xs pad">
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<a id="education"></a><h4>Education</h4>
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<ul>
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<li>
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<aside class="hidden-xs hidden-sm">Mid 2012&ndash;End 2015<br />Conferred May 2016</aside>
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<strong> PhD </strong> &vert; Computer Science, University of Otago <br /><br />
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Thesis Title: <a href="//ourarchive.otago.ac.nz/handle/10523/6223"><em>Improved Indexing and Search Throughput</em></a><br /><br />
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Investigating various ways to make the process of indexing, and searching, web-scale collections more efficient without impacting the effectiveness of the system. For instance, we can choose to not index certain documents, but if we chose the wrong documents then this could have a significant impact on the effectiveness. My research was performed using the <a href="//atire.org">ATIRE</a> open source search engine, this search engine was developed at Otago and I remain involved in its development.
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</li>
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<li>
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<aside class="hidden-xs hidden-sm">Late 2009&ndash;Early 2011</aside>
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<strong> MSc (Thesis Only) with Distinction </strong> &vert; Computer Science, University of Otago <br /><br />
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Thesis Title: <a href="//otago.ourarchive.ac.nz/handle/10523/1938"><em>The New User Problem in Collaborative Filtering</em></a><br /><br />
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The new user problem is a problem that all collaborative filtering systems must face. How can the system make recommendations for a user when it does not know what that user likes?
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</li>
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<li>
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<aside class="hidden-xs hidden-sm">2005&ndash;2008</aside>
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<strong> BSc(Hons) First Class </strong> &vert; Computer Science, University of Otago
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</li>
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</ul>
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</section>
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<section class="m-t-xs p-h-xs p-b-xs">
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<a id="publications"></a><h4>Publications</h4>
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<ul>
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</ul>
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</section>
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<section class="m-t-xs p-h-xs p-b-xs pad">
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<a id="education"></a><h4>Education</h4>
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<ul>
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<li>
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<aside class="hidden-xs hidden-sm">Mid 2012&ndash;End 2015<br />Conferred May 2016</aside>
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<strong> PhD </strong> <br /> Computer Science, University of Otago <br /><br />
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Thesis Title: <a href="//ourarchive.otago.ac.nz/handle/10523/6223"><em>Improved Indexing and Search Throughput</em></a><br /><br />
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Investigating various ways to make the process of indexing, and searching, web-scale collections more efficient without impacting the effectiveness of the system. For instance, we can choose to not index certain documents, but if we chose the wrong documents then this could have a significant impact on the effectiveness. My research was performed using the <a href="//atire.org">ATIRE</a> open source search engine, this search engine was developed at Otago and I remain involved in its development.
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</li>
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<li>
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<aside class="hidden-xs hidden-sm">Late 2009&ndash;Early 2011</aside>
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<strong> MSc (Thesis Only) with Distinction </strong> <br />
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Computer Science, University of Otago <br /><br />
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Thesis Title: <a href="//otago.ourarchive.ac.nz/handle/10523/1938"><em>The New User Problem in Collaborative Filtering</em></a><br /><br />
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The new user problem is a problem that all collaborative filtering systems must face. How can the system make recommendations for a user when it does not know what that user likes?
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</li>
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<li>
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<aside class="hidden-xs hidden-sm">2005&ndash;2008</aside>
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<strong> BSc(Hons) First Class </strong> <br/>
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Computer Science, University of Otago
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</li>
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</ul>
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</section>
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<section class="m-t-xs p-h-xs p-b-xs">
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<a id="awards"></a><h4>Awards</h4>
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<ul>
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<li> University of Otago Computer Science Department Postgraduate Publishing Prize <aside class="hidden-xs hidden-sm">2014</aside> </li>
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<li> ACM SIGIR Student Travel Grant <aside class="hidden-xs hidden-sm">2013</aside> </li>
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<li> ADCS Student Travel Grant <aside class="hidden-xs hidden-sm">2013</aside> </li>
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</ul>
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</section>
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<a id="presentations"></a><h4>Presentations</h4>
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</ul>
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</section>
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<section class="m-t-xs p-h-xs p-b-xs">
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<a id="awards"></a><h4>Awards</h4>
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<ul>
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<li> University of Otago Computer Science Department Postgraduate Publishing Prize <aside class="hidden-xs hidden-sm">2014</aside> </li>
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<li> ACM SIGIR Student Travel Grant <aside class="hidden-xs hidden-sm">2013</aside> </li>
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<li> ADCS Student Travel Grant <aside class="hidden-xs hidden-sm">2013</aside> </li>
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</ul>
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</section>
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<section class="m-t-xs p-h-xs p-b-xs">
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<a id="projects"></a><h4>Projects</h4>
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<ul>

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