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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>divijmuthu.github.io</title>
<link rel="stylesheet" href="styles.css">
</head>
<body>
<div class="topnavbar">
<p>Home Page </p>
<p>Projects</p>
<p>Interests</p>
<p>Contact</p>
</div>
<div class="main">
<div class="homepage">
<h1>Home Page</h1>
<p>Hi! I'm Divij Muthu...welcome to my personal website!</p>
<img id="mypic" src="./Screenshot_2024-09-02_at_12.04.46_PM.png">
<img id="camp" src="image 1.png">
</div>
<hr>
<div class="projectspage">
<div class="titlechunk">
<h1>Projects</h1>
</div>
<div class="projcontainer">
<div class="proj-item">
<h3>Analysis and Implementation of Machine Learning Approaches to Identifying DDoS & Benign Network Traffic</h3>
<img src="./image-2.png">
<ul>
<li>Guided by a Georgia Tech Postdoc, published in UCIxGATI Science Journal: <a href="https://scienceyouth.org/web/viewer.php?id=175">Link here!</a></li>
<li>Studied various machine learning models such as Decision Trees, Random Forest, and SVM; implemented these models to identify hostile network traffic using the CICDDoS2019 dataset, a common industry benchmark for testing</li>
<li>Compared and contrasted pros and cons of these models; provided recommendations for future machine learning approaches to isolating and throttling traffic associated with a DDoS attack</li>
</ul>
</div>
<div class="proj-item">
<h3>Tabu Search-guided Sigmoid Heuristic for Identification of the Longest Common Subsequence of Multiple Sequences</h3>
<img src="./image-3.png">
<ul>
<li>Completed with Pioneer Academics, mentored by a Computer Science Professor from Colgate University </li>
<li>The problem of determining the longest common subsequence for an arbitrary number of strings is NP hard...the optimal approach…is of exponential time complexity when the number of input strings varies; as such, a heuristic-based solution is appealing, since it can return a reasonably accurate solution relatively quickly...</li>
</ul>
</div>
<div class="proj-item">
<h3>More Coming Soon!</h3>
</div>
</div>
</div>
<hr>
<div class="interestspage">
<div class="titlechunk">
<h1>Interests</h1>
</div>
<div class="interests-container">
<div class="interests-container-one">
<div class="interests-item-one" id="mlinterest">
<h2>Machine Learning</h2>
</div>
<div class="interests-item-one">
<h3>Software Applications</h3>
</div>
<div class="interests-item-one">
<h3>Web Design</h3>
</div>
</div>
<div class="interests-container-two">
<div class="interests-item-two">
<h3>Hardware Applications</h3>
</div>
</div>
<div class="interests-container-three">
<div class="interests-item-three">
<h4>Badminton</h4>
</div>
<div class="interests-item-three">
<h4>Video Games</h4>
</div>
<div class="interests-item-three">
<h4>Music</h4>
</div>
</div>
</div>
</div>
<hr>
<div>
<div class="titlechunk">
<h1>Education</h1>
</div>
<div>
<button type="button" id="education-anim-button">Click to see my journey!</button>
</div>
</div>
<hr>
<div class="contactspage">
<div class="hi-and-pic">
<h1>Contact</h1>
<img src="./Screenshot_2024-09-02_at_12.04.46_PM.png" id="mypic2">
<p>If you’re interested in reaching out to me, check out the options on the right!</p>
</div>
<div class="contactinfo">
<div class="contactitem">
<img src="./image 2.png" id = "logo1">
<a href="https://www.linkedin.com/in/divij-muthu-1a55b72aa/">My LinkedIn!</a>
</div>
<div class="contactitem">
<img src="./image 3.png" id="logo2">
<a href="https://www.instagram.com/divm7799/">My Instagram!</a>
</div>
<div class="contactitem">
<img src="./image 4.png" id="logo3">
<a href="[email protected]">My Gmail!</a>
</div>
</div>
</div>
</div>
<div class="bottombar">
<p>Go Bears!</p>
</div>
<script src="script.js"></script>
</body>
</html>