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<!DOCTYPE html>
<html lang="en-us">
<head>
<meta name="generator" content="Hugo 0.115.1">
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<title>Noa Bendit-Shtull</title>
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<meta name="description" content="Welcome to my Personal Website">
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<a class="logo" href="https://noa-codes.github.io/">Noa Bendit-Shtull</a>
<div class="sub-navigation">
<a href="#" class="main-navigation-link" id="about" data-scroll-goto="0">About</a>
<a href="#" class="main-navigation-link" data-scroll-goto="1">Skills</a>
<a href="#" class="main-navigation-link" data-scroll-goto="2">Projects</a>
</div>
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<section style="padding-top: 120px;" id="scroll-element" data-scroll-index="0">
<div class="hero">
<div class="hero-left">
<img src="https://noa-codes.github.io/img/headshot.jpg" style="max-width: 50%; border-radius: 50%; ">
<h2 class="subtitle">Noa Bendit-Shtull | ML @ Etsy</h2>
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<a href="mailto:nbshtull@stanford.edu">
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<a href="https://noa-codes.github.io/resume.pdf" target="blank" class="download-resume" onclick="ga('send', {hitType: 'event',eventCategory: 'CTA',eventAction: 'download'});">
<img style="position: relative;top: 1.8px;padding-right: 6px;" src="svg/dl-resume.svg">
Download Resume</a>
</div>
<div class="hero-right">
<p><strong>I am an experienced data scientist with a passion for diversity in tech, efficient code, and effective communication. I care about how work gets done, and lead by example.</strong></p>
<p>As an Applied Scientist at Etsy, I apply machine learning methods to build Etsy’s Knowledge Base, a repository of structured information about Etsy’s marketplace. Previously, at Oscar Health, I built machine learning models to systematically detect and diagnose excess medical spending.</p>
<p>Aside from machine learning, I am passionate about teaching and mentoring; at Stanford and U. Penn, I was an economics teaching assistant both online and in-person. At work, I’ve developed and led training sessions on technical and non-technical topics (e.g. git, R, giving feedback), and have served as a formal and informal mentor.</p>
<p>When I’m not at work, you can find me baking pies, glass blowing, or swing dancing.</p>
</div>
</div>
</section>
<section data-scroll-index="1">
<div class="process">
<div class="header">
<h1 class="title">Skills</h1>
<h2 class="subtitle"></h2>
</div>
<div class="process-wrapper">
<div class="process-item">
<figure class="item-header">
<img src="svg/closetag.svg">
<h3>Programming</h3>
</figure>
<p>I write elegant, efficient, and readable code in Python, R, SQL, C++, and more. I work collaboratively to build testable, well-documented code bases.</p>
</div>
<div class="process-item">
<figure class="item-header">
<img src="svg/wand.svg">
<h3>Data Wrangling</h3>
</figure>
<p>I draw on my four years of experience in consulting to untangle messy data and suss out anomalies.</p>
</div>
<div class="process-item">
<figure class="item-header">
<img src="svg/rulerpencil.svg">
<h3>Statistics</h3>
</figure>
<p>I leverage my masters education in Statistics to identify the right techniques for each setting.</p>
</div>
<div class="process-item">
<figure class="item-header">
<img src="svg/repeat.svg">
<h3>Data Engineering</h3>
</figure>
<p>I construct robust data pipelines to parallelize the processing of large datasets.</p>
</div>
<div class="process-item">
<figure class="item-header">
<img src="svg/ui.svg">
<h3>Communication</h3>
</figure>
<p>I communicate technical content to non-technical audiences to make data science clear and approachable.</p>
</div>
<div class="process-item">
<figure class="item-header">
<img src="svg/book.svg">
<h3>Teaching</h3>
</figure>
<p>I have 8+ years of experience teaching in both academic and corporate settings, and love every minute of it.</p>
</div>
</div>
</div>
</section>
<section data-scroll-index="2">
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<div class="case-studies">
<div class="header">
<h1 class="title">Projects</h1>
<h2 class="subtitle"></h2>
</div>
<div class="case-studies-wrapper">
<div class="case-study-item">
<a href="https://noa-codes.github.io/argviz/"><img src="https://noa-codes.github.io/img/propensity.png" alt=""></a>
<h4>Argument Visualization</h4>
<h5>Causal Inference</h5>
<p>My team conducted a reanalysis of the data from a published study using causal inference techniques to account for the lack of randomization in the experimental design.</p>
<a href="https://noa-codes.github.io/argviz/" class="read-more">Read More</a>
</div>
<div class="case-study-item">
<a href="https://noa-codes.github.io/nlp/"><img src="https://noa-codes.github.io/img/architecture_mini.png" alt=""></a>
<h4>Second Order LSTMs</h4>
<h5>Natural Language Processing</h5>
<p>We test the hypothesis that second-order LSTM architectures have the improved ability (relative to a simple LSTM) to learn long distance dependencies within an input.</p>
<a href="https://noa-codes.github.io/nlp/" class="read-more">Read More</a>
</div>
<div class="case-study-item">
<a href="https://noa-codes.github.io/dance/"><img src="https://noa-codes.github.io/img/pose.png" alt=""></a>
<h4>Dance Classification</h4>
<h5>Video Action Recognition</h5>
<p>We assess the ability of sequential neural networks to capture dynamic movement and predict dance styles from video.</p>
<a href="https://noa-codes.github.io/dance/" class="read-more">Read More</a>
</div>
</div>
</div>
</section>
<footer>
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