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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Patrick Memusi - Resume</title>
<style>
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:root {
--text-size: 9.2pt;
--heading-size: 10pt;
--name-size: 18pt;
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max-width: 780px;
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a:hover { text-decoration: underline; }
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</style>
</head>
<body>
<div class="header">
<h1>Patrick Memusi</h1>
<p>Evanston, IL • (773) 765-8553 • patrickmemusi2028@u.northwestern.edu • <a href="https://linkedin.com/in/patrick-memusi" target="_blank" rel="noopener noreferrer">linkedin.com/in/patrick-memusi</a><br><a href="https://github.com/imemusi" target="_blank" rel="noopener noreferrer">github.com/imemusi</a></p>
</div>
<div class="section">
<h3>Education</h3>
<div class="entry">
<div class="flex-container">
<h4><strong>Northwestern University</strong></h4>
<div class="right">Expected Graduation: June 2028</div>
</div>
<div class="flex-container">
<p><em>Bachelor of Science in Computer Science</em></p>
<div class="right">Evanston, IL</div>
</div>
<ul>
<li><strong>Relevant coursework:</strong> Data Structures & Algorithms, Design Thinking & Communication, Discrete Mathematics, Artificial Intelligence</li>
<li><strong>GPA:</strong> 3.73 / 4.00</li>
</ul>
</div>
</div>
<div class="section">
<h3>Skills & Certifications</h3>
<ul class="skills-list">
<li><strong>Languages:</strong> Python, C++, C, JavaScript, HTML/CSS, Bash</li>
<li><strong>Concepts:</strong> AI & Prompt Engineering, Full-Stack Web Development, Object-Oriented Programming, Network Security</li>
<li><strong>AI/ML:</strong> PyTorch, TensorFlow, Scikit-learn, Generative AI APIs</li>
<li><strong>Certifications:</strong> Kaggle Gen AI, Codepath Cybersecurity Honors</li>
<li><strong>Tools:</strong> Docker, Git, VS Code, Wireshark, Nmap</li>
<li><strong>Operating Systems:</strong> Windows, MacOS, Linux (Ubuntu)</li>
</ul>
</div>
<div class="section">
<h3>Projects</h3>
<div class="entry">
<h4>AI Open Source Capstone</h4>
<ul>
<li>Developed and trained a natural language processing model to summarize technical articles, achieving an 85% ROUGE score.</li>
<li>Engineered a data pipeline to process and clean a dataset of over 10,000 articles for model training.</li>
<li><strong>Utilized Languages/Tools:</strong> Python, PyTorch, Git, Docker</li>
</ul>
</div>
<div class="entry">
<h4>How2 with AI - YouTube Channel</h4>
<ul>
<li>Created and launched an educational YouTube channel focused on teaching effective AI usage, producing 15+ tutorial videos covering prompt engineering, AI tool workflows, and practical applications.</li>
<li>Developed comprehensive content strategy targeting beginners to intermediate users, covering topics from ChatGPT optimization to advanced AI automation techniques.</li>
<li>Grew channel to 500+ subscribers and 10K+ total views within first 3 months, with average engagement rate of 8.5%.</li>
<li><strong>Utilized Tools:</strong> Video editing software, AI platforms (ChatGPT, Claude, Midjourney), analytics tools</li>
</ul>
</div>
<div class="entry">
<h4>How2 Mobile Application</h4>
<ul>
<li>Designed and built a full-stack mobile app that uses a generative AI model to create educational 'how-to' video scripts from user prompts.</li>
<li>Implemented a clean, intuitive front-end allowing users to easily generate, edit, and share content.</li>
<li><strong>Utilized Languages/Tools:</strong> JavaScript, React Native, Firebase, Generative AI APIs</li>
</ul>
</div>
<div class="entry">
<h4>Cybersecurity Assessment Report</h4>
<ul>
<li>Performed a comprehensive security audit on a simulated corporate network, identifying and documenting critical vulnerabilities.</li>
<li>Conducted penetration testing exercises, including network scanning and vulnerability exploitation, to assess system resilience.</li>
<li><strong>Utilized Tools:</strong> Nmap, Wireshark, Metasploit</li>
</ul>
</div>
</div>
<div class="section">
<h3>Experience</h3>
<div class="entry">
<div class="flex-container">
<h4><strong>Performance and Satellite Attendant</strong> | Norris University Center</h4>
<div class="right">September 2024 – Present</div>
</div>
<ul>
<li>Managed event setups, provided technical support, and collaborated with a team to maintain facilities for 20+ student organizations weekly.</li>
</ul>
</div>
<div class="entry">
<div class="flex-container">
<h4><strong>Research Assistant – AI & Human Memory</strong> | Cognitive Computing Lab</h4>
<div class="right">June 2025 – August 2025</div>
</div>
<ul>
<li>Investigated how large language models encode and retrieve information compared with human episodic and semantic memory, designing experiments that paired human recall tasks with model prompts.</li>
<li>Built evaluation pipelines in Python to measure consolidation, interference, and priming effects across 1,500+ trials, visualizing results with reproducible notebooks.</li>
<li>Analyzed memory decay patterns across different AI architectures & Co-authored a paper summarizing methods, datasets, and ethical considerations around machine memory augmentation</li>
</ul>
</div>
</div>
<div class="section">
<h3>Leadership & Affiliations</h3>
<div class="entry">
<div class="flex-container">
<h4><strong>Club Coordinator</strong> | Rotary Club Of JKUAT</h4>
<div class="right">September 2023 – August 2024</div>
</div>
<ul>
<li>Organized 30+ meetings and 10+ community events, and led a recruitment drive that onboarded 100+ new members.</li>
</ul>
</div>
<div class="entry">
<div class="flex-container">
<h4><strong>Team Captain</strong> | Elma School Kamonong Soccer Club</h4>
<div class="right">January 2020 – March 2021</div>
</div>
<ul>
<li>Led a 21-member team through practices and conditioning, resulting in a championship victory in the 2020 Regionals League Cup.</li>
</ul>
</div>
<p><strong>Affiliations:</strong> Member of DISC Club Northwestern, Tinkerer at The Garage at Northwestern</p>
</div>
</body>
</html>