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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="Shail K Patel - Prototype Engineer. I build 0-to-1 MVPs for startups using Python, ML, and AI. From rapid prototyping to technical documentation."
/>
<meta name="author" content="Shail K Patel" />
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name="keywords"
content="Shail K Patel, Prototype Engineer, MVP Builder, Python, Streamlit, Machine Learning, Startups, AI, Data Engineering, 0 to 1 Development"
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content="Shail K Patel | Prototype Engineer - Building MVPs"
/>
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property="og:description"
content="Prototype Engineer for early-stage startups. I build 0-to-1 MVPs using Python and ML, ensuring robust documentation and a smooth handover."
/>
<meta property="og:url" content="https://shailpatel.github.io/" />
<meta property="og:type" content="website" />
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<meta name="twitter:card" content="summary_large_image" />
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content="Shail K Patel | Prototype Engineer - Building MVPs"
/>
<meta
name="twitter:description"
content="Prototype Engineer for early-stage startups. I build 0-to-1 MVPs using Python and ML, ensuring robust documentation and a smooth handover."
/>
<meta
name="twitter:image"
content="https://shailpatel.github.io/assets/images/picofme.png"
/>
<meta name="twitter:image:alt" content="Photo of Shail K Patel" />
<link rel="me" href="https://www.linkedin.com/in/shailkpatel/" />
<!-- Identity Links -->
<link rel="me" href="https://github.com/ShailKPatel" />
<link rel="me" href="https://github.com/shail-k-patel" />
<link rel="me" href="https://www.youtube.com/@Shail_K_Patel" />
<title>Shail K Patel</title>
<!-- Google Fonts -->
<link rel="preconnect" href="https://fonts.googleapis.com">
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
<link href="https://fonts.googleapis.com/css2?family=DM+Mono:wght@300;400;500&family=Inter:wght@300;400;500;600&family=Playfair+Display:ital,wght@0,300;0,400;0,500;0,600;0,700;1,400;1,500&family=Space+Grotesk:wght@300;400;500;600;700&display=swap" rel="stylesheet">
<!-- Tailwind CSS -->
<link
href="https://cdn.jsdelivr.net/npm/tailwindcss@2.2.19/dist/tailwind.min.css"
rel="stylesheet"
/>
<!-- Custom Styles -->
<link rel="stylesheet" href="css/style.css" />
<!-- Favicon + Performance Preload -->
<link rel="apple-touch-icon" sizes="180x180" href="assets/images/favicon_io/apple-touch-icon.png">
<link rel="icon" type="image/png" sizes="32x32" href="assets/images/favicon_io/favicon-32x32.png">
<link rel="icon" type="image/png" sizes="16x16" href="assets/images/favicon_io/favicon-16x16.png">
<link rel="manifest" href="assets/images/favicon_io/site.webmanifest">
<link
rel="preload"
as="image"
href="assets/images/profile-pic.png"
type="image/png"
/>
</head>
<body class="bg-white text-black overflow-x-hidden dark-theme">
<!-- Navigation -->
<nav class="fixed top-0 left-0 right-0 z-50 bg-white/80 backdrop-blur-md border-b border-gray-200">
<div class="mx-auto px-6 py-4">
<div class="flex justify-between items-center">
<!-- <div id="navbar-brand" class="text-2xl font-bold text-black hover:scale-105 transition-transform duration-300 cursor-pointer">
Shail K Patel
</div> -->
<div class="flex-1 justify-center hidden md:flex space-x-8">
<a href="#hero" class="nav-link active" data-section="hero">Home</a>
<a href="#experience" class="nav-link" data-section="experience">Experience</a>
<a href="#research" class="nav-link" data-section="research">Publications</a>
<a href="#projects" class="nav-link" data-section="projects">Projects</a>
<a href="#certificates" class="nav-link" data-section="certificates">Certificates</a>
<a href="#skills" class="nav-link" data-section="skills">Skills</a>
<a href="#contact" class="nav-link" data-section="contact">Contact</a>
</div>
<div class="flex items-center gap-4">
<!-- Theme Toggle Switch -->
<div class="theme-toggle-container">
<input type="checkbox" id="theme-toggle" class="theme-toggle-input">
<label for="theme-toggle" class="theme-toggle-label">
<span class="theme-toggle-slider">
<span class="theme-icon sun-icon">☀</span>
<span class="theme-icon moon-icon">🌙</span>
</span>
</label>
</div>
<!-- Mobile Menu Button -->
<button id="mobile-menu-btn" class="md:hidden" aria-label="Toggle menu">
<svg width="20" height="20" viewBox="0 0 20 20" fill="none" xmlns="http://www.w3.org/2000/svg">
<rect y="4" width="20" height="1.5" rx="0.75" fill="currentColor"/>
<rect y="9.25" width="20" height="1.5" rx="0.75" fill="currentColor"/>
<rect y="14.5" width="20" height="1.5" rx="0.75" fill="currentColor"/>
</svg>
</button>
</div>
</div>
</div>
<!-- Mobile Menu -->
<div id="mobile-menu" class="hidden md:hidden bg-white border-t border-gray-200">
<div class="px-6 py-4 space-y-4">
<a href="#hero" class="block nav-link">Home</a>
<a href="#experience" class="block nav-link">Experience</a>
<a href="#research" class="block nav-link">Publications</a>
<a href="#projects" class="block nav-link">Projects</a>
<a href="#certificates" class="block nav-link">Certificates</a>
<a href="#skills" class="block nav-link">Skills</a>
<a href="#contact" class="block nav-link">Contact</a>
</div>
</div>
</nav>
<!-- Hero Section -->
<section id="hero" class="min-h-screen flex items-center justify-center relative overflow-hidden pt-20">
<div class="floating-shapes">
<div class="shape shape-1"></div>
<div class="shape shape-2"></div>
<div class="shape shape-3"></div>
<div class="shape shape-4"></div>
</div>
<div class="max-w-7xl mx-auto px-6 grid md:grid-cols-2 gap-12 items-center">
<div class="text-center md:text-left space-y-8">
<div class="hero-text-container">
<h1 class="hero-title">
<span class="name-first block text-6xl md:text-8xl mb-4">Shail K</span>
<span class="name-last block text-6xl md:text-8xl">Patel</span>
</h1>
</div>
<p class="hero-subtitle text-xl md:text-2xl text-gray-600 leading-relaxed max-w-2xl">
Founding ML Engineer at <span class="highlight">Stealth Startup</span>, building intelligent systems from the ground up.
Let's turn your <span class="highlight">product vision</span> into <span class="highlight">working architecture</span>.
</p>
<div class="flex flex-wrap gap-4 justify-center md:justify-start">
<a href="#contact" class="btn-3d btn-primary">
<span>Connect</span>
</a>
<a href="assets/pdf/Shail Resume.pdf" target="_blank" class="btn-3d btn-secondary">
<span>Resume</span>
</a>
</div>
</div>
<div class="flex justify-center">
<div class="profile-container hidden lg:block">
<div class="profile-image-wrapper">
<img
src="assets/images/profile-pic.png"
alt="Shail K Patel Profile"
class="profile-image"
/>
</div>
</div>
</div>
</div>
</section>
<!-- Work Experience Section -->
<section id="experience" class="py-6 bg-gray-50 dark:bg-gray-900">
<div class="max-w-7xl mx-auto px-6 mb-20">
<div class="text-center mb-16">
<h2 class="section-title text-black dark:text-white">EXPERIENCE</h2>
<!-- <p class="text-xl text-gray-600 dark:text-gray-300 mt-4">My professional experience and roles</p> -->
</div>
<div class="space-y-8 w-full">
<!-- Experience 1 -->
<div class="p-cards bg-white dark:bg-gray-800 shadow rounded-lg p-6 md:p-8 reveal">
<div class="mb-6">
<div class="flex flex-col md:flex-row md:items-center md:justify-between gap-4">
<div>
<h3 class="text-3xl font-bold text-black dark:text-white experience-title">Stealth Startup (Restaurant Tech)</h3>
<h4 class="role-title text-xl font-semibold text-black dark:text-white mb-2">Founding Machine Learning Engineer</h4>
<div class="text-gray-500 dark:text-gray-400">Seattle, USA</div>
</div>
<div class="project-date date-top-right text-gray-500 dark:text-gray-400">Nov. 2025 – present</div>
</div>
</div>
<div class="project-content">
<ul class="project-features text-gray-600 dark:text-gray-300">
<li>Architected the full technical stack from scratch based on CEO requirements, spanning ML pipelines, Django backend services, and complete database design.</li>
<li>Directed a small engineering team across the full stack, setting implementation standards and driving all key technical decisions.</li>
<li>Established the entire technical foundation with no prior codebase, designing all schemas and integration points for production-ready functionality.</li>
</ul>
</div>
</div>
<!-- Experience 2 -->
<div class="p-cards bg-white dark:bg-gray-800 shadow rounded-lg p-6 md:p-8 reveal">
<div class="mb-6">
<div class="flex flex-col md:flex-row md:items-center md:justify-between gap-4">
<div>
<h3 class="text-3xl font-bold text-black dark:text-white experience-title">GetMySpace (Parking Management Startup)</h3>
<h4 class="role-title text-xl font-semibold text-black dark:text-white mb-2">Machine Learning Engineer</h4>
<div class="text-gray-500 dark:text-gray-400">Ahmedabad, India</div>
</div>
<div class="project-date date-top-right text-gray-500 dark:text-gray-400">Jan 2025 – Jun 2025</div>
</div>
</div>
<div class="project-content">
<ul class="project-features text-gray-600 dark:text-gray-300">
<li class="flex items-start">
Built GetMySpace's first AI prototype for real-time parking management, integrating computer vision and ML to automate vehicle and slot detection end to end.
</li>
<li class="flex items-start">
Reduced end-to-end processing to ~4s and real-time update latency to ~0.7s through optimized Python and PyTorch model deployment.
</li>
<li class="flex items-start">
Implemented MongoDB-based backend to manage prediction outputs, user logs, and dynamic updates at scale.
</li>
</ul>
</div>
</div>
</div>
</div>
</section>
<!-- PUBLICATIONS Section -->
<section id="research" class="py-6 bg-white dark:bg-gray-900">
<div class="mx-auto px-20 mb-20">
<div class="text-center mb-16">
<h2 class="section-title text-black dark:text-white">PUBLICATIONS</h2>
</div>
<div class="p-cards bg-white dark:bg-gray-800 shadow rounded-lg p-6">
<h3 class="paper-title text-3xl font-bold text-black dark:text-white experience-title" style="margin-bottom: 2rem;">
A Two-Stage, Leakage-Aware Framework for Early Academic Risk Detection in Undergraduate Engineering Cohorts
</h3>
<div class="space-y-8" style="margin-top: 2rem;">
<div class="publications-grid">
<!-- Left half: keywords + bullets only -->
<div>
<div class="project-tech">
<span class="tech-tag bg-gray-200 dark:bg-gray-700 dark:text-gray-100">Student Performance Prediction, Early Warning Systems, Ensemble Learning, Stacked Classification, Leakage Prevention, SHAP</span>
</div>
<ul class="project-features text-gray-600 dark:text-gray-300">
<li>Proposed and implemented a leakage-aware, two-stage ML framework to forecast student academic decline</li>
<li>Applied leakage-aware modeling to ensure predictions are temporally valid and unbiased</li>
<li>Evaluated 50+ regression pipelines per subject (≈200 total) to benchmark academic performance forecasting methods</li>
<li>Tested 50+ classification pipelines for risk detection; best-performing stacking ensemble achieved recall 0.657</li>
<li>Applied explainability (SHAP) to support model interpretability and trust</li>
</ul>
Paper: <a href="https://doi.org/10.5281/zenodo.19686376" target="_blank" rel="noopener noreferrer" class="doi-link">doi.org/10.5281/zenodo.19686376</a>
</div>
<!-- Right half: DOI link + PDF Viewer -->
<div class="pdf-viewer-container">
<div class="pdf-stack-wrapper">
<div class="pdf-stack-shadow shadow-3"></div>
<div class="pdf-stack-shadow shadow-2"></div>
<div class="pdf-stack-shadow shadow-1"></div>
<canvas id="pdf-canvas" class="pdf-canvas"></canvas>
</div>
<div class="pdf-controls">
<span class="pdf-page-indicator" id="pdf-page-indicator">1 / 1</span>
</div>
</div>
</div>
</div>
</div>
</section>
<!-- Projects Section -->
<section id="projects" class="py-6 bg-gray-50 dark:bg-gray-900">
<div class="max-w-7xl mx-auto px-6 mb-20">
<div class="text-center mb-16">
<h2 class="section-title text-black dark:text-white">PROJECTS</h2>
<!-- <p class="text-xl text-gray-600 dark:text-gray-300 mt-4">Innovative solutions powered by Machine Learning</p> -->
</div>
<!-- Show one project per row on all screens -->
<div class="space-y-8">
<!-- Project 1 -->
<div class="p-cards bg-white dark:bg-gray-800 shadow rounded-lg p-6 reveal">
<div class="project-header relative h-fit">
<h3 class="project-title text-2xl font-bold text-black dark:text-white pr-28">PredictGrad</h3>
<a href="https://predictgrad.streamlit.app/" target="_blank" rel="noopener noreferrer" class="project-url">predictgrad.streamlit.app</a>
</div>
<div class="project-tech">
<span class="tech-tag bg-gray-200 dark:bg-gray-700 dark:text-gray-100">Ensemble Stacking · BayesSearchCV · Voting Regressor · SHAP/XAI · Boruta Feature Selection · Class Imbalance Handling</span>
</div>
<div class="project-content">
<ul class="project-features text-gray-600 dark:text-gray-300">
<li>Built a full ML pipeline to predict future semester marks and detect academic risk</li>
<li>Regression: Voting Regressor (Ridge + Lasso + ElasticNet)</li>
<li>Classification: Stacking (CatBoost, LGBM, ExtraTrees)</li>
</ul>
</div>
</div>
<!-- Project 2 -->
<div class="p-cards bg-white dark:bg-gray-800 shadow rounded-lg p-6 reveal">
<div class="project-header relative h-fit">
<h3 class="project-title text-2xl font-bold text-black dark:text-white pr-28">Constitution Preamble Clustering</h3>
<a href="https://constitutional-values.streamlit.app/" target="_blank" rel="noopener noreferrer" class="project-url">constitutional-values.streamlit.app</a>
</div>
<div class="project-tech">
<span class="tech-tag bg-gray-200 dark:bg-gray-700 dark:text-gray-100">Python, Sentence-Transformers, Scikit-Learn, PCA, Plotly, Streamlit</span>
</div>
<div class="project-content">
<ul class="project-features text-gray-600 dark:text-gray-300">
<li>Utilized NLP and clustering (SentenceTransformer, KMeans) to analyze global constitutional texts and identify data-driven thematic clusters.</li>
<li>Applied semantic embeddings and unsupervised clustering to uncover ideological similarities across constitutions.</li>
<li>Mapped nations into clusters such as Legal-Institutional, Unity & Pluralism, and Faith & Founding, offering insight into shared governance philosophies.</li>
</ul>
</div>
</div>
<!-- Project 3 -->
<div class="p-cards bg-white dark:bg-gray-800 shadow rounded-lg p-6 reveal">
<div class="project-header relative h-fit">
<h3 class="project-title text-2xl font-bold text-black dark:text-white pr-28">Beyond The Marks</h3>
<a href="https://beyondthemarks.streamlit.app/" target="_blank" rel="noopener noreferrer" class="project-url">beyondthemarks.streamlit.app</a>
</div>
<div class="project-tech">
<span class="tech-tag bg-gray-200 dark:bg-gray-700 dark:text-gray-100">Python, SHAP, Pandas, Seaborn</span>
</div>
<div class="project-content">
<ul class="project-features text-gray-600 dark:text-gray-300">
<li>ML pipeline with explainable AI to analyze student performance</li>
<li>Detects grading bias and assesses influence of sensitive attributes</li>
<li>Quantified teacher effectiveness with performance indicators</li>
</ul>
</div>
</div>
</div>
</div>
</section>
<!-- Certificates Section -->
<section id="certificates" class="py-6 bg-white dark:bg-gray-900">
<div id="certificates-wrapper" class="w-full">
<!-- Header -->
<div class="mx-auto px-6 mb-20">
<div class="text-center mb-16">
<h2 class="section-title text-black dark:text-white">CERTIFICATES</h2>
<!-- <p class="text-xl text-gray-600 dark:text-gray-300 mt-4">Research work in machine learning and data-driven solutions</p> -->
</div>
<!-- Embedding area -->
<div class="space-y-8 w-full mt-4 mb-20">
<div id="certificates-container" class="p-cards bg-white dark:bg-gray-900 rounded-lg p-0 h-70vh w-full">
<!-- keep wrapper full width (no fixed heights) -->
<div class="relative w-full h-[90vh] md:h-[90vh] max-h-[90vh] w-full">
<iframe
src="https://shailkpatel.notion.site/ebd//29a5ceb0c23a815fb201fc6adc8ea452?v=29a5ceb0c23a815d95e2000c058f9918"
width="100%"
height="100%"
style="display: block;"
frameborder="0"
allowfullscreen>
</iframe>
</div>
</div>
</div>
</div>
</section>
<!-- Skills Section -->
<section id="skills" class="py-6 bg-gray-50 dark:bg-gray-900">
<div class="mx-auto px-6 mb-20">
<div class="text-center mb-16">
<h2 class="section-title text-black dark:text-white">SKILLS</h2>
<!-- <p class="text-xl text-gray-600 dark:text-gray-300 mt-4">Research work in machine learning and data-driven solutions</p> -->
</div>
<div class="skills-grid-container">
<div class="skills-grid">
<!-- Column 1: AI & Agents -->
<div class="skill-column">
<h3 class="column-header">AI & Agents</h3>
<div class="column-divider"></div>
<ul class="skills-list">
<li class="skill-item">LangChain</li>
<li class="skill-item">LangGraph</li>
<li class="skill-item">n8n</li>
<li class="skill-item">LlamaIndex</li>
<li class="skill-item">Hugging Face</li>
<li class="skill-item">OpenAI API</li>
<li class="skill-item">Prompt Engineering</li>
<li class="skill-item">RAG Pipelines</li>
</ul>
</div>
<!-- Column 2: Backend & APIs -->
<div class="skill-column">
<h3 class="column-header">Backend & APIs</h3>
<div class="column-divider"></div>
<ul class="skills-list">
<li class="skill-item">FastAPI</li>
<li class="skill-item">Django</li>
<li class="skill-item">Flask</li>
<li class="skill-item">Streamlit</li>
<li class="skill-item">REST API</li>
<li class="skill-item">Python</li>
</ul>
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<li class="skill-item">MongoDB</li>
<li class="skill-item">MySQL</li>
<li class="skill-item">Docker</li>
<li class="skill-item">Git</li>
<li class="skill-item">Postman</li>
<li class="skill-item">System Design</li>
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