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<!DOCTYPE html>
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<title>Ekaterina Sirazitdinova</title>
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<section class="search-header">
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<h1>Search</h1>
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<div class="col-6 col-search-close">
<a class="js-search" href="#"><i class="fas fa-times-circle text-muted" aria-hidden="true"></i></a>
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<nav class="navbar navbar-light fixed-top navbar-expand-lg py-0 compensate-for-scrollbar" id="navbar-main">
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<div class="collapse navbar-collapse" id="navbar">
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<li class="nav-item">
<a class="nav-link " href="/#about" data-target="#about"><span>Home</span></a>
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<a class="nav-link " href="/#experience" data-target="#experience"><span>Experience</span></a>
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<img class="portrait" src="/authors/admin/avatar_hu6ea1a7e04653aa5edc415ddc5340332a_247504_250x250_fill_q100_lanczos_center.jpg" alt="Avatar">
<div class="portrait-title">
<h2>Ekaterina (Katja) Sirazitdinova</h2>
<h3>Research Engineer in Computer Vision and Machine Learning, Data Scientist @ NVIDIA</h3>
<h3>
<span></span>
</h3>
</div>
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<h1>Hi! I am Ekaterina (or Katja)</h1>
<p>I am a research engineer focusing on computer vision and deep learning. During my PhD studies, I was mainly working on the tasks of image-based 3D reconstruction and tracking, and afterwards spent some time doing research in deep learning for medical image analysis. I work as a data scientist at NVIDIA now, helping customers to solve their computer vision and video analytics problems. I also specialize in machine learning inference optimization and deployment of AI models on data center GPUs as well as in embedded / edge devices.</p>
<div class="row">
<div class="col-md-5">
<h3>Interests</h3>
<ul class="ul-interests">
<li>Deep Learning</li>
<li>Computer Vision</li>
<li>3D Reconstruction</li>
<li>Inference Optimization</li>
</ul>
</div>
<div class="col-md-7">
<h3>Education</h3>
<ul class="ul-edu fa-ul">
<li>
<i class="fa-li fas fa-graduation-cap"></i>
<div class="description">
<p class="course">PhD in Medical Image Processing, 2018</p>
<p class="institution">RWTH Aachen University, Germany</p>
</div>
</li>
<li>
<i class="fa-li fas fa-graduation-cap"></i>
<div class="description">
<p class="course">MSc in Media Informatics, 2014</p>
<p class="institution">RWTH Aachen University, Germany</p>
</div>
</li>
<li>
<i class="fa-li fas fa-graduation-cap"></i>
<div class="description">
<p class="course">Diploma in Business Informatics, 2011</p>
<p class="institution">Baikal State University of Economics and Law, Russia</p>
</div>
</li>
</ul>
</div>
</div>
</div>
</div>
</div>
</section>
<section id="experience" class="home-section wg-experience " >
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<div class="col-12 col-lg-4 section-heading">
<h1>Experience</h1>
</div>
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<div class="row experience">
<div class="col-auto text-center flex-column d-none d-sm-flex">
<div class="row h-50">
<div class="col "> </div>
<div class="col"> </div>
</div>
<div class="m-2">
<span class="badge badge-pill border exp-fill"> </span>
</div>
<div class="row h-50">
<div class="col border-right"> </div>
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</div>
</div>
<div class="col py-2">
<div class="card">
<div class="card-body">
<h4 class="card-title exp-title text-muted mt-0 mb-1">Data Scientist for Computer Vision, Video Analytics and Deep Learning</h4>
<h4 class="card-title exp-company text-muted my-0"><a href="https://www.nvidia.com/" target="_blank" rel="noopener">NVIDIA</a></h4>
<div class="text-muted exp-meta">
Mar 2020 –
Present
<span class="middot-divider"></span>
<span>Munich, Germany</span>
</div>
<div class="card-text">I help customers to solve their computer vision and video analytics problems. I also specialize in machine learning inference optimization and deployment of AI models on data center GPUs as well as in embedded / edge devices.</div>
</div>
</div>
</div>
</div>
<div class="row experience">
<div class="col-auto text-center flex-column d-none d-sm-flex">
<div class="row h-50">
<div class="col border-right"> </div>
<div class="col"> </div>
</div>
<div class="m-2">
<span class="badge badge-pill border "> </span>
</div>
<div class="row h-50">
<div class="col border-right"> </div>
<div class="col"> </div>
</div>
</div>
<div class="col py-2">
<div class="card">
<div class="card-body">
<h4 class="card-title exp-title text-muted mt-0 mb-1">Research Engineer Machine Learning and Data Science</h4>
<h4 class="card-title exp-company text-muted my-0"><a href="https://research.konicaminolta.com/" target="_blank" rel="noopener">Konica Minolta Laboratory Europe</a></h4>
<div class="text-muted exp-meta">
May 2018 –
Feb 2020
<span class="middot-divider"></span>
<span>Munich, Germany</span>
</div>
<div class="card-text"><p>Utilising deep learning in tasks of medical image processing:</p>
<ul>
<li>Nuclei segmentation in H&E stained digital pathology images.</li>
<li>Lung segmentation in X-ray images.</li>
<li>Detection of abnormalities in orthopaedic X-ray images.</li>
<li>Classification of X-ray images according to body regions.</li>
<li>Segmentation of cancerous nodules in 3D (CT scans).</li>
</ul>
<blockquote>
<p><em>Python, PyTorch</em></p>
</blockquote>
<p>Product conceptualisation in the area of computational precision medicine and implementation of an interactive prototype.</p>
<blockquote>
<p><em>JavaScript, Quasar, Node.js, Dash, Python</em></p>
</blockquote>
</div>
</div>
</div>
</div>
</div>
<div class="row experience">
<div class="col-auto text-center flex-column d-none d-sm-flex">
<div class="row h-50">
<div class="col border-right"> </div>
<div class="col"> </div>
</div>
<div class="m-2">
<span class="badge badge-pill border "> </span>
</div>
<div class="row h-50">
<div class="col border-right"> </div>
<div class="col"> </div>
</div>
</div>
<div class="col py-2">
<div class="card">
<div class="card-body">
<h4 class="card-title exp-title text-muted mt-0 mb-1">Research Intern</h4>
<h4 class="card-title exp-company text-muted my-0"><a href="http://www.dgcv.nii.ac.jp/" target="_blank" rel="noopener">National Institute of Informatics (Computer Vision Group)</a></h4>
<div class="text-muted exp-meta">
Sep 2015 –
Dec 2015
<span class="middot-divider"></span>
<span>Tokyo, Japan</span>
</div>
<div class="card-text"><p>Development and implementation of an algorithm for probabilistic 3D fusion of depth maps acquired with a Microsoft Kinect sensor to enable an accurate 3D reconstruction with a better preservation of fine features compared to state-of-the-art approaches. Results are published in the 3DV conference proceedings.</p>
<blockquote>
<p><em>C++, OpenCV, PCL, OpenGL, OpenCL, CUDA</em></p>
</blockquote>
</div>
</div>
</div>
</div>
</div>
<div class="row experience">
<div class="col-auto text-center flex-column d-none d-sm-flex">
<div class="row h-50">
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</div>
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<div class="col border-right"> </div>
<div class="col"> </div>
</div>
</div>
<div class="col py-2">
<div class="card">
<div class="card-body">
<h4 class="card-title exp-title text-muted mt-0 mb-1">Senior Researcher (Computer Vision and Image Processing)</h4>
<h4 class="card-title exp-company text-muted my-0"><a href="https://www.ukaachen.de/kliniken-institute/institut-fuer-medizinische-informatik/imi-home.html" target="_blank" rel="noopener">Uniklinik RWTH Aachen (Department of Medical Informatics)</a></h4>
<div class="text-muted exp-meta">
Oct 2014 –
Mar 2018
<span class="middot-divider"></span>
<span>Aachen, Germany</span>
</div>
<div class="card-text"><p>Researcher and developer at the projects:</p>
<ul>
<li>IMAGO: image-guided system for outdoor navigation of visually impaired people.</li>
<li>Optical measurement of water overflows in urban drainage structures; an image-based system for automatic measurement and tracking of volumetric flow in sewers.</li>
<li>Ocular redness quantification: a tool for quantitative assessment of eye redness in clinical trials.</li>
<li>Documentation of chronic wounds in 3D.</li>
<li>Boundary aware teeth segmentation in dental fluoroscopy images.</li>
</ul>
<blockquote>
<p><em>C++, OpenCV, Java, MATLAB, Objective-C</em></p>
</blockquote>
<p>Lecturer in the courses:</p>
<ul>
<li>Methodology in Medicine for students with technical background (SS 2017, WS <sup>2017</sup>⁄<sub>2018</sub>)</li>
<li>Medical Image Processing (SS 2017)</li>
<li>Image Processing and Handling (WS <sup>2017</sup>⁄<sub>2018</sub>)</li>
</ul>
<p>Tutor in the exercises:</p>
<ul>
<li>Medical Image Processing (SS 2016, SS 2017)</li>
<li>Image Processing and Handling (WS <sup>2016</sup>⁄<sub>2017</sub>, WS <sup>2017</sup>⁄<sub>2018</sub>)</li>
<li>Supervision of bachelor and master theses.
<br /></li>
</ul>
</div>
</div>
</div>
</div>
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<h4 class="card-title exp-title text-muted mt-0 mb-1">Software Developer</h4>
<h4 class="card-title exp-company text-muted my-0">Pilas-IT</h4>
<div class="text-muted exp-meta">
Feb 2014 –
Jun 2014
<span class="middot-divider"></span>
<span>Aachen, Germany</span>
</div>
<div class="card-text"><p>Development of a web-based mobile community network application.</p>
<blockquote>
<p><em>JavaScript, Parse, Facebook API, CSS3, HTML5, Bootstrap</em></p>
</blockquote>
</div>
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</div>
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<h4 class="card-title exp-title text-muted mt-0 mb-1">Student Research Assistant</h4>
<h4 class="card-title exp-company text-muted my-0"><a href="https://www.ukaachen.de/kliniken-institute/institut-fuer-medizinische-informatik/imi-home.html" target="_blank" rel="noopener">Uniklinik RWTH Aachen (Department of Medical Informatics)</a></h4>
<div class="text-muted exp-meta">
Oct 2013 –
Mar 2013
<span class="middot-divider"></span>
<span>Aachen, Germany</span>
</div>
<div class="card-text"><p>iOS applications development:</p>
<ul>
<li>Application for image acquisition in clinical trials (a tool to compare eye redness before and after putting in eye drops).</li>
<li>A software enabling data exchange between MATLAB server and iOS client app.</li>
</ul>
<blockquote>
<p><em>Objective-C, MATLAB</em></p>
</blockquote>
</div>
</div>
</div>
</div>
</div>
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<h4 class="card-title exp-title text-muted mt-0 mb-1">Research Intern</h4>
<h4 class="card-title exp-company text-muted my-0"><a href="http://research.nii.ac.jp/~bono/en/index.html" target="_blank" rel="noopener">National Institute of Informatics (Interaction Analysis)</a></h4>
<div class="text-muted exp-meta">
Mar 2013 –
Sep 2013
<span class="middot-divider"></span>
<span>Tokyo, Japan</span>
</div>
<div class="card-text">An eye-tracker based user study focused on eye movement patterns in conversational process.</div>
</div>
</div>
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<h4 class="card-title exp-title text-muted mt-0 mb-1">IT Assistant</h4>
<h4 class="card-title exp-company text-muted my-0"><a href="https://company.ttk.ru/" target="_blank" rel="noopener">TransTeleKom Company (TTK-Baikal)</a></h4>
<div class="text-muted exp-meta">
May 2007 –
Aug 2011
<span class="middot-divider"></span>
<span>Irkutsk, Russia</span>
</div>
<div class="card-text"><p>Designing of an automated system for customer relationship oriented business processes (Diploma thesis).</p>
<p>Automation of business processes.</p>
<p>Database maintenance.</p>
<blockquote>
<p><em>Visual Basic, 1C</em></p>
</blockquote>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
</section>