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<!doctype html>
<html lang="en">
<head>
<meta
name="viewport"
content="width=device-width initial-scale=1, maximum-scale=1, minimum-scale=1"
charset="utf-8"
/>
<title>About Me</title>
<meta name="description" content="Here's some stuff about me." />
<meta name="robots" content="index, follow" />
<!-- social media meta info -->
<meta property="og:type" content="website" />
<meta property="og:title" content="About Me" />
<meta property="og:description" content="Here's some stuff about me." />
<meta property="og:url" content="https://www.zacbolton.io/about_me.html" />
<meta
property="og:image"
content="http://www.zacbolton.io/public/about_me_splash.jpg"
/>
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property="og:image:secure_url"
content="https://www.zacbolton.io/public/about_me_splash.jpg"
/>
<meta property="og:image:type" content="image/jpg" />
<meta property="og:image:width" content="1280" />
<meta property="og:image:height" content="720" />
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<meta name="twitter:title" content="About Me" />
<meta name="twitter:description" content="Here's some stuff about me." />
<meta
name="twitter:image"
content="https://www.zacbolton.io/public/me.jpg"
/>
<meta name="twitter:image:alt" content="A selfie of me, Zac Bolton." />
<!-- assets -->
<script src="assets/p5.min.js"></script>
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<!-- icons -->
<link
rel="shortcut icon"
href="assets/icons/favicon.ico"
type="image/x-icon"
/>
<link rel="apple-touch-icon" href="assets/icons//apple-touch-icon.png" />
<link
rel="apple-touch-icon"
sizes="57x57"
href="assets/icons//apple-touch-icon-57x57.png"
/>
<link
rel="apple-touch-icon"
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rel="apple-touch-icon"
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/>
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rel="apple-touch-icon"
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/>
<link
rel="apple-touch-icon"
sizes="180x180"
href="assets/icons//apple-touch-icon-180x180.png"
/>
<!-- my styles -->
<link
rel="stylesheet"
type="text/css"
href="stylesheets/about_me_styles.css"
/>
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<link
rel="stylesheet"
type="text/css"
href="stylesheets/loading-overlay.css"
/>
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<script
async
src="https://www.googletagmanager.com/gtag/js?id=G-BYFQ413ZGH"
></script>
<script>
window.dataLayer = window.dataLayer || [];
function gtag() {
dataLayer.push(arguments);
}
gtag("js", new Date());
gtag("config", "G-BYFQ413ZGH");
</script>
</head>
<body>
<!-- Loading overlay -->
<div class="loading-overlay"></div>
<div id="fixed-bg"></div>
<main id="container">
<nav id="home-button">
<a href="/"
><img
src="assets/home_icon.svg"
alt="home - click to go back to the main page with the mathy animation."
/></a>
</nav>
<header id="splash-container">
<img
id="splash"
src="public/me.jpg"
height="100px"
alt="A selfie of me, Zac Bolton."
/>
</header>
<article class="mainContent">
<section class="intro">
<div class="headerAndLinks">
<h2 class="myName">ZACHARY A. BOLTON</h2>
<div class="links">
<a href="https://github.com/zacharyabolton">
<img width="30px" src="assets/github.svg" alt="Github Icon" />
</a>
<a href="https://www.linkedin.com/in/zacabolton">
<img
width="30px"
src="assets/linkedin.svg"
alt="LinkedIn Icon"
/>
</a>
<a href="public/Zachary_A_Bolton_Resume.pdf">
<img width="30px" src="assets/curriculum.svg" alt="CV Icon" />
</a>
</div>
</div>
<em class="title"> Machine Learning Engineer </em>
<p class="blurb">
I'm Zac, a machine learning researcher and engineer passionate about
pushing the boundaries of AI while ensuring it delivers real-world
value. My work spans from implementing transformer architectures to
developing novel approaches for historical document verification. I
combine rigorous technical methodology with creative
problem-solving, bringing both theoretical understanding and
practical engineering skills to every project. Beyond the screen,
you'll often find me immersed in a game of chess or diving into the
latest tech innovations. As a techno-optimist, I'm deeply driven by
the potential of technology to catalyze positive change and
meaningful impact. If you'd like to speak with me about work or
collaboration feel free to reach out at
<span id="eml">
<mark> Email address protected by JavaScript. </mark>
</span>
Let's create something impactful together!
</p>
<div class="signatureContainer">
<img
class="signature"
src="assets/signature-white.svg"
alt="Zac - a scalable vector graphic of my signature"
height="64px"
/>
</div>
</section>
<section class="education">
<h3 class="sectionHeader">EDUCATION</h3>
<hr />
<div>
<h4>School</h4>
<p class="schoolDescription">
BSc in Computer Science (Machine Learning & AI) at the University
of London, graduated April 2025 with
<em>First Class Honors</em> (90% grade average)
</p>
<h5
style="
margin-top: 0;
margin-bottom: 0;
font-size: 1.2em;
font-weight: 600;
"
>
Research: Transformer-Based Authorship Verification
</h5>
<ul>
<li>
Implemented Siamese Sentence-BERT architecture achieving
competitive performance (AUC: 0.900, F1: 0.785) on VALLA
benchmark dataset against PAN 2020 shared task participants
</li>
<li>
Developed novel LILA dataset with robust genre/topic bias
controls, achieving near-perfect metrics (AUC/F1/C@1 > 0.99)
across multiple distorted views
</li>
<li>
Integrated text distortion techniques with transformer
architectures to enhance model robustness against topic/genre
overfitting
</li>
</ul>
</div>
</section>
<section class="skills">
<h3 class="sectionHeader">SKILLS</h3>
<hr />
<div>
<h4>Hard</h4>
<ul>
<li><strong>PyTorch & HuggingFace</strong></li>
<li><strong>Transformer Architectures</strong></li>
<li><strong>Python Scientific Stack</strong></li>
<li><strong>Typescript/Javascript</strong></li>
<li><strong>Erlang/OTP</strong></li>
<li><strong>SQL & Data Processing</strong></li>
<li><strong>Git/Version Control</strong></li>
<li><strong>NLP & Text Processing</strong></li>
<li><strong>AWS-EC2 & S3</strong></li>
<li><strong>Angular</strong></li>
<li><strong>REST APIs</strong></li>
<li><strong>Node/Express</strong></li>
</ul>
</div>
<div>
<h4>Soft</h4>
<ul>
<li><strong>Research & Analysis</strong></li>
<li><strong>Technical Writing</strong></li>
<li><strong>Problem Solving</strong></li>
<li><strong>Project Management</strong></li>
<li><strong>Teamwork</strong></li>
<li><strong>Leadership</strong></li>
<li><strong>Effective Communication</strong></li>
<li><strong>Adaptability</strong></li>
<li><strong>Dependability</strong></li>
<li><strong>Focus</strong></li>
</ul>
</div>
</section>
<section class="leadershipExperience">
<h3 class="sectionHeader">EXPERIENCE</h3>
<hr />
<ul>
<li>
<h5>Independent ML Research</h5>
<strong>University of London</strong>
<br />
<div class="dates"><em>Remote</em><em>2023-present</em></div>
<ul>
<li>
Advanced authorship verification through integration of
transformer architectures with comprehensive evaluation
pipeline (AUC, c@1, F1, F0.5u metrics)
</li>
<li>
Implemented novel text distortion techniques for enhanced
model generalization
</li>
<li>
Previous iteration explored feature engineering approaches
with feed-forward networks, Spatium-L1 algorithm variations,
and FAR/FRR metrics
</li>
<li>
Developed and deployed data processing/ML pipeline to AWS-EC2
handling 10M+ words across multiple views
</li>
</ul>
</li>
<li>
<h5>Software Engineer and Director of Technology</h5>
<strong>Kid Chess, Inc.</strong>
<br />
<div class="dates">
<em>Marietta, Georgia</em><em>2015-present</em>
</div>
<ul>
<li>
Created and deployed AI-driven feedback system using OpenAI's
GPT-4 API, enhancing personalized learning for 3000+ students
</li>
<li>
Led development of online learning platform serving 3000+
students (Angular, Azure Cloud)
</li>
<li>
Automated business processes using Python data processing
pipelines
</li>
<li>
Managed technical team response to pandemic, achieving 90%
student retention through platform transition
</li>
</ul>
</li>
<!-- Preserving previous experience entries -->
<li>
<h5>Dining Manager</h5>
<strong>The Chef's Apron Neighborhood Trattoria</strong>
<br />
<div class="dates">
<em>Asheville, North Carolina</em>
<em>2014-2015</em>
</div>
<ul>
<li>
Inventory, food safety, customer relations, mixology, sales.
Started as a server and was quickly promoted to bar tender and
then to dining manager.
</li>
</ul>
</li>
<li>
<h5>Branch Supervisor</h5>
<strong
>Aramark Dining Services - Which Wich Branch Supervisor</strong
>
<div class="dates">
<em>Western Carolina University, Cullowhee, North Carolina</em>
<em>2012-2014</em>
</div>
<ul>
<li>
Managed the busiest Which Wich franchise branch nationwide,
under Aramark's supervision, at Western Carolina University,
achieving record service volumes.
</li>
<li>
Led a high-performing team in a fast-paced environment,
serving thousands of customers daily.
</li>
<li>
Recognized for exceptional leadership and performance with
three promotions, two Employee of the Month awards, and a
Safety Champion acknowledgment.
</li>
</ul>
</li>
<li>
<h5>Cadet</h5>
<strong>United States Army and National Guard</strong>
<br />
<div class="dates">
<em>Greenville & Fort Jackson, Columbia, South Carolina</em
><em>2009-2011</em>
</div>
<ul>
<li>
ROTC Cadet, Furman University: Paladin Battalion, 2009-2011.
</li>
<li>SMP Cadet, South Carolina National Guard, 2010-2011.</li>
</ul>
</li>
</ul>
</section>
<section class="education">
<h3 id="certificates">Certifications</h3>
<div>
<ul class="certificatesList">
<li>
<a
href="https://coursera.org/verify/professional-cert/LG5LBAJ8XDZQ"
target="_blank"
>Data Science</a
>
by IBM on Coursera. Certification earned on March 3, 2023
</li>
<li>
<a
href="https://coursera.org/share/4710f66daa4546786e24a6175208a151"
target="_blank"
>AI Engineering</a
>
by IBM on Coursera. Certification earned on March 31, 2022
</li>
<li>
<a
href="https://coursera.org/share/6c724b041931b8e29c602eaa14c1a0ff"
target="_blank"
>
Applied AI</a
>
by IBM on Coursera. Certification earned on September 17, 2021
</li>
<li>
<a
href="https://coursera.org/share/65e6db9e16ff5c8bbed3169dcf734325"
target="_blank"
>
IT Support</a
>
by Google on Coursera. Certification earned on March 20, 2020
</li>
<li>
<a
href="https://coursera.org/share/1777a9ecaa01578452c797f3e1f4bbff"
target="_blank"
>Deep Learning</a
>
by deeplearning.ai on Coursera. Certification earned on February
19, 2018
</li>
<li>
<a
href="https://coursera.org/share/8ad5bf6a70028b81405de95dea77e897"
target="_blank"
>Machine Learning</a
>
by Stanford University on Coursera. Certification earned on
November 27, 2018
</li>
<li>
<a
href="https://coursera.org/share/9f4a2ec04e4d428b93a4f88ea8afdc64"
target="_blank"
>Data Structures and Algorithms</a
>
by University of California San Diego & National Research
University Higher School of Economics on Coursera. Certification
earned on October 4, 2018
</li>
<li>
<a
href="https://coursera.org/share/8a6afac3f7f844cab66eceecbc65b7d1"
target="_blank"
>Responsive Website Development and Design</a
>
by University of London & Goldsmiths, University of London on
Coursera. Certification earned on September 26, 2017
</li>
<li>
<a
href="https://coursera.org/share/78d8dd0ba83d6260448a5ba786b287d1"
target="_blank"
>Mathematics for Machine Learning: Multivariate Calculus</a
>
by Imperial College London on Coursera. Certification earned on
April 3, 2019
</li>
<li>
<a
href="https://coursera.org/share/5ee454b061ca43b61649ff75838b4968"
target="_blank"
>Mathematics for Machine Learning: Linear Algebra</a
>
by Imperial College London on Coursera. Certification earned on
January 29, 2019
</li>
<li>
<a
href="https://coursera.org/share/621de352fdffbfd3473777dba233a079"
target="_blank"
>Mathematical Thinking in Computer Science</a
>
by University of California San Diego & National Research
University Higher School of Economics on Coursera. Certification
earned on August 8, 2018
</li>
<li>
<a
href="https://global-launch.secure.force.com/certificates/SCOM_MoocCertificate?Id=a090c00001BBb4h"
target="_blank"
>Teaching English to Speakers of Other Languages</a
>
by Arizona State University on Coursera. Certification earned on
December 15, 2017
</li>
</ul>
</div>
</section>
</article>
</main>
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