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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">
<meta name="description"
content="Shashwata Roy - CS Masters Student at Georgia Tech, IIT Kharagpur alumnus. Research in algorithms, competitive programmer.">
<meta name="keywords"
content="Shashwata Roy, Georgia Tech, IIT Kharagpur, competitive programming, algorithms, research">
<meta name="author" content="Shashwata Roy">
<title>Shashwata Roy | CS Student & Problem Solver</title>
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<a
href="https://www.dropbox.com/scl/fi/8uo9lxofrdda8iogmwqvn/R-sum-_Shashwata_SWE.pdf?rlkey=d7tlq24icapzopgdjz8bz35yb&st=0hbriewn&dl=0"
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<p class="hero-greeting">Hello, I'm</p>
<h1 class="hero-title">Shashwata Roy</h1>
<p class="hero-subtitle">
CS Masters @ Georgia Tech • IIT Kharagpur Alumnus
</p>
<p class="hero-description">
Masters student exploring <strong>algorithms</strong>, <strong>theoretical CS</strong>, and
<strong>systems</strong>.
Competitive programmer with <span class="highlight">2100+ rating</span> on Codeforces.
</p>
<div class="hero-cta">
<a href="#projects" class="btn btn-primary">View Projects</a>
<a href="https://www.dropbox.com/scl/fi/8uo9lxofrdda8iogmwqvn/R-sum-_Shashwata_SWE.pdf?rlkey=d7tlq24icapzopgdjz8bz35yb&st=0hbriewn&dl=0" class="btn btn-secondary" target="_blank"
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Resume
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<a href="https://github.com/RoyCoding8" class="social-link" aria-label="GitHub" target="_blank"
rel="noopener">
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d="M12 2C6.477 2 2 6.477 2 12c0 4.42 2.865 8.17 6.839 9.49.5.092.682-.217.682-.482 0-.237-.008-.866-.013-1.7-2.782.603-3.369-1.34-3.369-1.34-.454-1.156-1.11-1.463-1.11-1.463-.908-.62.069-.608.069-.608 1.003.07 1.531 1.03 1.531 1.03.892 1.529 2.341 1.087 2.91.831.092-.646.35-1.086.636-1.336-2.22-.253-4.555-1.11-4.555-4.943 0-1.091.39-1.984 1.029-2.683-.103-.253-.446-1.27.098-2.647 0 0 .84-.269 2.75 1.025A9.578 9.578 0 0112 6.836c.85.004 1.705.114 2.504.336 1.909-1.294 2.747-1.025 2.747-1.025.546 1.377.203 2.394.1 2.647.64.699 1.028 1.592 1.028 2.683 0 3.842-2.339 4.687-4.566 4.935.359.309.678.919.678 1.852 0 1.336-.012 2.415-.012 2.743 0 .267.18.578.688.48C19.138 20.167 22 16.418 22 12c0-5.523-4.477-10-10-10z"
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<a href="https://www.linkedin.com/in/shashwata-roy-991548226/" class="social-link" aria-label="LinkedIn"
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d="M20.447 20.452h-3.554v-5.569c0-1.328-.027-3.037-1.852-3.037-1.853 0-2.136 1.445-2.136 2.939v5.667H9.351V9h3.414v1.561h.046c.477-.9 1.637-1.85 3.37-1.85 3.601 0 4.267 2.37 4.267 5.455v6.286zM5.337 7.433c-1.144 0-2.063-.926-2.063-2.065 0-1.138.92-2.063 2.063-2.063 1.14 0 2.064.925 2.064 2.063 0 1.139-.925 2.065-2.064 2.065zm1.782 13.019H3.555V9h3.564v11.452zM22.225 0H1.771C.792 0 0 .774 0 1.729v20.542C0 23.227.792 24 1.771 24h20.451C23.2 24 24 23.227 24 22.271V1.729C24 .774 23.2 0 22.222 0h.003z"
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<a href="https://gitlab.com/RoyCoding8" class="social-link" aria-label="GitLab" target="_blank"
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</div>
<aside class="hero-notes" aria-label="Snapshot">
<p class="hero-note-kicker">At a glance</p>
<ul class="hero-note-list">
<li>
<span>Competitive programming</span>
<strong>Codeforces 2151</strong>
</li>
<li>
<span>Academic performance</span>
<strong>GPA 4.0 at Georgia Tech</strong>
</li>
<li>
<span>Highlight result</span>
<strong>Global Rank 1, CodeChef Aug 2023 (Div 1)</strong>
</li>
</ul>
</aside>
</div>
</div>
<div class="hero-bg-gradient" aria-hidden="true"></div>
</section>
<main id="main">
<!-- About Section -->
<section id="about" class="about section">
<div class="container">
<div class="section-header fade-in">
<span class="section-label">About Me</span>
<h2>Background & Education</h2>
</div>
<div class="about-content fade-in">
<div class="about-text">
<p class="about-intro">
I'm a Computer Science student currently pursuing my Master's degree at Georgia Tech with the Computing Systems specialization.
</p>
<p>
My research interests include Algorithm Design, Optimization, Theoretical CS and Cryptography. I also enjoy competitive programming
and have achieved top ranks in various programming contests.
</p>
</div>
<div class="education-timeline">
<div class="timeline-item">
<div class="timeline-marker"></div>
<div class="timeline-content">
<div class="timeline-header">
<h3>Georgia Institute of Technology</h3>
<span class="timeline-date">Aug 2025 - May 2027</span>
</div>
<p class="timeline-degree">M.S. in Computer Science</p>
<p class="timeline-focus">Specialization: Computing Systems</p>
<p class="timeline-gpa"><strong>GPA: 4.0/4.0</strong></p>
</div>
</div>
<div class="timeline-item">
<div class="timeline-marker"></div>
<div class="timeline-content">
<div class="timeline-header">
<h3>Indian Institute of Technology, Kharagpur</h3>
<span class="timeline-date">Dec 2021 - July 2025</span>
</div>
<p class="timeline-degree">B.S. in Mathematics and Computing</p>
<p class="timeline-minor">Minor degree: B.Tech in Computer Science & Engineering</p>
</div>
</div>
</div>
</div>
</div>
</section>
<!-- Experience Section -->
<section id="experience" class="experience section">
<div class="container">
<div class="section-header fade-in">
<span class="section-label">Experience</span>
<h2>Internship Experience</h2>
</div>
<div class="experience-grid">
<div class="experience-card fade-in">
<div class="experience-header">
<div class="experience-logo">NUS</div>
<div class="experience-meta">
<h3>National University of Singapore</h3>
<span class="experience-role">Research Intern</span>
<span class="experience-date">May 2024 - July 2024</span>
</div>
<a href="https://drive.google.com/file/d/1oM0vlx2aU23biU7_w45UX-7zD_QsRn37/view" class="experience-link"
target="_blank" rel="noopener">
<svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2">
<path d="M18 13v6a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V8a2 2 0 0 1 2-2h6"></path>
<polyline points="15,3 21,3 21,9"></polyline>
<line x1="10" y1="14" x2="21" y2="3"></line>
</svg>
</a>
</div>
<ul class="experience-details">
<li>Investigated NP-complete classifications, showing some problems are provably harder than others in randomized settings</li>
<li>Identified NP-complete problems linearly reducible to HAMPATH variants, proving hardness lower bounds</li>
<li>Studied pseudorandom generators and hitting set generators to derandomize probabilistic algorithms</li>
</ul>
<div class="experience-tags">
<span class="tag">NP-Completeness</span>
<span class="tag">Randomized Algorithms</span>
<span class="tag">Derandomization</span>
</div>
</div>
<div class="experience-card fade-in">
<div class="experience-header">
<div class="experience-logo">IIT</div>
<div class="experience-meta">
<h3>IIT Kharagpur</h3>
<span class="experience-role">Research Intern</span>
<span class="experience-date">May 2023 - July 2023</span>
</div>
<div class="experience-links">
<a href="https://drive.google.com/file/d/1IntkHHLQo-XqJs-u4yxRfswDZ2rNYuYj/view" class="experience-link"
target="_blank" rel="noopener" aria-label="External report">
<svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2">
<path d="M18 13v6a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V8a2 2 0 0 1 2-2h6"></path>
<polyline points="15,3 21,3 21,9"></polyline>
<line x1="10" y1="14" x2="21" y2="3"></line>
</svg>
</a>
<a href="https://github.com/RoyCoding8/Game-theoretic-approach-to-the-SATA-problem"
class="experience-link" target="_blank" rel="noopener" aria-label="GitHub repository">
<svg width="16" height="16" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg">
<path
d="M12 2C6.477 2 2 6.477 2 12c0 4.42 2.865 8.17 6.839 9.49.5.092.682-.217.682-.482 0-.237-.008-.866-.013-1.7-2.782.603-3.369-1.34-3.369-1.34-.454-1.156-1.11-1.463-1.11-1.463-.908-.62.069-.608.069-.608 1.003.07 1.531 1.03 1.531 1.03.892 1.529 2.341 1.087 2.91.831.092-.646.35-1.086.636-1.336-2.22-.253-4.555-1.11-4.555-4.943 0-1.091.39-1.984 1.029-2.683-.103-.253-.446-1.27.098-2.647 0 0 .84-.269 2.75 1.025A9.578 9.578 0 0112 6.836c.85.004 1.705.114 2.504.336 1.909-1.294 2.747-1.025 2.747-1.025.546 1.377.203 2.394.1 2.647.64.699 1.028 1.592 1.028 2.683 0 3.842-2.339 4.687-4.566 4.935.359.309.678.919.678 1.852 0 1.336-.012 2.415-.012 2.743 0 .267.18.578.688.48C19.138 20.167 22 16.418 22 12c0-5.523-4.477-10-10-10z"
fill="currentColor" />
</svg>
</a>
<a href="https://gitlab.com/RoyCoding8/Game-theoretic-approach-to-the-SATA-problem"
class="experience-link" target="_blank" rel="noopener" aria-label="GitLab repository">
<svg width="16" height="16" viewBox="0 0 24 24" fill="currentColor" xmlns="http://www.w3.org/2000/svg">
<path d="M23.955 13.587l-1.342-4.135-2.664-8.189a.455.455 0 00-.867 0L16.418 9.45H7.582L4.919 1.263a.455.455 0 00-.867 0L1.386 9.452.044 13.587a.924.924 0 00.331 1.03L12 23.054l11.625-8.436a.924.924 0 00.33-1.031" />
</svg>
</a>
</div>
</div>
<ul class="experience-details">
<li>Built a spatial crowdsourcing task-assignment system in Python under geospatial, skill, and budget constraints</li>
<li>Implemented game-theoretic and conflict-aware greedy algorithms to maximize assignment satisfaction score</li>
<li>Modeled probabilistic worker skills via Monte Carlo simulation for uncertainty-aware assignment</li>
<li>Benchmarked assignment yield, runtime, and satisfaction metrics across varied parameter settings</li>
</ul>
<div class="experience-tags">
<span class="tag">Game Theory</span>
<span class="tag">Spatial Crowdsourcing</span>
<span class="tag">Python</span>
</div>
</div>
</div>
</div>
</section>
<section id="projects" class="projects section">
<div class="container">
<div class="section-header fade-in">
<span class="section-label">Build</span>
<h2>Technical Projects</h2>
</div>
<div class="projects-list">
<article class="project-item fade-in">
<div class="project-head">
<h3>MCP Server for Local LLMs</h3>
<span class="project-date">Dec 2025 - Feb 2026</span>
</div>
<p class="project-stack">GenAI, Python, SymPy, MCP</p>
<ul class="project-points">
<li>Built an MCP framework with sandboxed Python tools, granting local LLMs verified computation capabilities</li>
<li>Improved Qwen3-8B HumanEval accuracy from <strong>2.5% to 63.7%</strong> using multi-turn execution and AST parsing</li>
<li>Improved MATH-500 accuracy by <strong>4.0%</strong> and reduced compute latency by <strong>32%</strong> through deterministic delegation</li>
</ul>
<div class="project-links">
<a href="https://github.com/RoyCoding8/ReasonForge-MCP-Server" class="project-link project-link-icon" target="_blank" rel="noopener" aria-label="GitHub repository">
<svg width="20" height="20" viewBox="0 0 24 24" fill="currentColor" xmlns="http://www.w3.org/2000/svg">
<path d="M12 2C6.477 2 2 6.477 2 12c0 4.42 2.865 8.17 6.839 9.49.5.092.682-.217.682-.482 0-.237-.008-.866-.013-1.7-2.782.603-3.369-1.34-3.369-1.34-.454-1.156-1.11-1.463-1.11-1.463-.908-.62.069-.608.069-.608 1.003.07 1.531 1.03 1.531 1.03.892 1.529 2.341 1.087 2.91.831.092-.646.35-1.086.636-1.336-2.22-.253-4.555-1.11-4.555-4.943 0-1.091.39-1.984 1.029-2.683-.103-.253-.446-1.27.098-2.647 0 0 .84-.269 2.75 1.025A9.578 9.578 0 0112 6.836c.85.004 1.705.114 2.504.336 1.909-1.294 2.747-1.025 2.747-1.025.546 1.377.203 2.394.1 2.647.64.699 1.028 1.592 1.028 2.683 0 3.842-2.339 4.687-4.566 4.935.359.309.678.919.678 1.852 0 1.336-.012 2.415-.012 2.743 0 .267.18.578.688.48C19.138 20.167 22 16.418 22 12c0-5.523-4.477-10-10-10z" />
</svg>
</a>
<a href="https://gitlab.com/RoyCoding8/ReasonForge-MCP-Server" class="project-link project-link-icon" target="_blank" rel="noopener" aria-label="GitLab repository">
<svg width="20" height="20" viewBox="0 0 24 24" fill="currentColor" xmlns="http://www.w3.org/2000/svg">
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</article>
<article class="project-item fade-in">
<div class="project-head">
<h3>Image Captioning System</h3>
<span class="project-date">Feb 2024 - Apr 2024</span>
</div>
<p class="project-stack">AI/ML, Python, PyTorch, CLIP</p>
<ul class="project-points">
<li>Architected a PyTorch pipeline coupling a frozen CLIP ViT encoder with a custom Transformer decoder</li>
<li>Implemented multi-head cross-attention over 196 visual tokens for visually-grounded caption generation</li>
<li>Reached <strong>BLEU-4 0.25</strong>, <strong>METEOR 0.47</strong>, and <strong>CIDEr 3.6</strong> using AdamW, label smoothing, and beam search</li>
</ul>
<div class="project-links">
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</section>
<!-- Achievements Section -->
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<span class="category-icon">◆</span>
Competitive Programming
</h3>
<div class="achievement-list">
<div class="achievement-item highlight">
<span class="achievement-rank">#1</span>
<div class="achievement-info">
<strong>Global Rank 1</strong>
<p>CodeChef August Long 2023, Division 1 (5★+)</p>
</div>
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<div class="achievement-item">
<span class="achievement-badge">2006</span>
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<strong>CodeChef Rating</strong>
<p>Handle: royxd123</p>
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</div>
<div class="achievement-item">
<span class="achievement-badge">2151</span>
<div class="achievement-info">
<strong>Codeforces Rating</strong>
<p>Handle: roycf123</p>
</div>
</div>
<div class="achievement-item">
<span class="achievement-rank">#50</span>
<div class="achievement-info">
<strong>Codeforces Edu Round 186</strong>
<p>Div 2 out of ~15000 participants</p>
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<span class="achievement-rank">AIR 250</span>
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<p>Qualifier Round</p>
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<span class="achievement-rank">AIR 1311</span>
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<strong>JEE Advanced 2021</strong>
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<span class="achievement-rank">AIR 715</span>
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Competitive programming ratings: <strong>Codeforces 2151</strong> (roycf123), <strong>CodeChef 2006</strong> (royxd123), plus <strong>Global Rank 1</strong> in CodeChef August Long 2023 (Division 1).
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<span class="skill-tag primary">Python</span>
<span class="skill-tag primary">C++</span>
<span class="skill-tag">C</span>
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<span class="skill-tag">Data Structures</span>
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<span class="skill-tag">Object Oriented Programming</span>
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<span class="skill-tag">Design & Analysis of Algorithms</span>
<span class="skill-tag">Online Algorithms</span>
<span class="skill-tag">Theory of Computation</span>
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<span class="skill-tag">DBMS</span>
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<span class="skill-tag">Information Security</span>
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<h3>Math Coursework & Tools</h3>
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<span class="skill-tag">Linear Algebra</span>
<span class="skill-tag">Probability & Statistics</span>
<span class="skill-tag">Combinatorics</span>
<span class="skill-tag">Stochastic Processes</span>
<span class="skill-tag">Graph Theory</span>
<span class="skill-tag">Git</span>
<span class="skill-tag">GitHub</span>
<span class="skill-tag">LaTeX</span>
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