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<!DOCTYPE html>
<html lang="en">
<head>
<!-- Basic Meta Tags -->
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Rishikesh Sivakumar | Data Scientist</title>
<!-- Meta Description and Keywords for SEO -->
<meta name="description" content="Rishikesh Sivakumar - Data Scientist specializing in Machine Learning, AI, and Data Analysis. Explore my projects and get in touch.">
<meta name="keywords" content="Rishikesh Sivakumar, Data Scientist, Machine Learning, AI, Data Analysis, Portfolio">
<!-- Favicon -->
<link rel="icon" href="images/favicon.ico" type="image/x-icon">
<!-- CSS Stylesheet -->
<link rel="stylesheet" href="style.css">
<!-- Google Fonts -->
<link href="https://fonts.googleapis.com/css2?family=Montserrat:wght@300;400;600;700&display=swap" rel="stylesheet">
<!-- Font Awesome for Icons -->
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0/css/all.min.css">
<!-- Animate.css Library for Animations -->
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/animate.css/4.1.1/animate.min.css"/>
<!-- AOS Library for Scroll Animations -->
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected]/dist/aos.css" />
</head>
<body>
<!-- Navigation Menu -->
<nav id="navbar">
<div class="container">
<h1 class="logo"><a href="#home">Rishikesh Sivakumar</a></h1>
<ul id="nav-menu">
<li><a href="#home" class="current">Home</a></li>
<li><a href="#technical-skills">Skills</a></li>
<li><a href="#projects">Projects</a></li>
<li><a href="#work-experience">Experience</a></li>
<li><a href="#education">Education</a></li>
<li><a href="#contact">Contact</a></li>
</ul>
<!-- Hamburger Menu for Mobile -->
<div class="menu-toggle" id="mobile-menu">
<i class="fas fa-bars"></i>
</div>
</div>
</nav>
<!-- Header Section with Parallax Effect -->
<header id="home">
<div class="hero-content">
<h1 class="animate__animated animate__fadeInDown">Hello, I'm <span>Rishikesh Sivakumar</span></h1>
<p class="animate__animated animate__fadeInUp">A Passionate Data Scientist</p>
<a href="#contact" class="btn animate__animated animate__fadeInUp">Get in Touch</a>
</div>
</header>
<!-- Main Content -->
<main>
<!-- Technical Skills Section -->
<section id="technical-skills" data-aos="fade-up">
<h2>Technical Skills</h2>
<div class="skills">
<div class="skill" data-aos="zoom-in" data-aos-delay="100">
<i class="fas fa-code"></i>
<h3>Programming Languages</h3>
<p>Python, R, SQL, MATLAB, SAS</p>
</div>
<div class="skill" data-aos="zoom-in" data-aos-delay="200">
<i class="fas fa-cubes"></i>
<h3>Frameworks & Libraries</h3>
<p>NumPy, Pandas, Scikit-learn, TensorFlow, Keras, OpenCV, Langchain, RAG, LLM</p>
</div>
<div class="skill" data-aos="zoom-in" data-aos-delay="300">
<i class="fas fa-tools"></i>
<h3>Tools & Technologies</h3>
<p>AWS (EC2, S3, Lambda, Route53), Docker, Apache Spark, Hadoop, Tableau, RStudio, Linux, Git</p>
</div>
<div class="skill" data-aos="zoom-in" data-aos-delay="400">
<i class="fas fa-chart-line"></i>
<h3>Data Science</h3>
<p>Time Series Forecasting, Sentiment Analysis, Machine Learning (LSTM, CNN, ANN, NLP)</p>
</div>
<div class="skill" data-aos="zoom-in" data-aos-delay="500">
<i class="fas fa-calculator"></i>
<h3>Statistical Analysis</h3>
<p>Chi-square Analysis, Statistical Distributions, Investment Decisions, Statistical Inference</p>
</div>
</div>
</section>
<!-- Projects Section -->
<section id="projects" data-aos="fade-up">
<h2>Projects</h2>
<div class="projects-grid">
<!-- Project 1 -->
<div class="project-card" data-aos="fade-up" data-aos-delay="100">
<img src="retina.jpg" alt="Glaucoma Detection Project">
<div class="project-info">
<h3>Glaucoma Detection through Multi-Modal Integration of Retinal Images</h3>
<p><em>Research Project - USC Big Data in Biotransport Center</em></p>
<p>
Developed a comprehensive hybrid model that integrates Vision Transformers and CNN blocks to detect glaucoma from retinal scan images.
</p>
<ul>
<li>Comprehensive integration of images and biomarkers for better prediction.</li>
<li>99.4% accuracy achieved using advanced Swin Transformer architecture.</li>
</ul>
<!-- TAGS SECTION -->
<div class="project-tags">
<span>Computer Vision</span>
<span>Deep Learning</span>
<span>Medical AI</span>
<span>Vision Transformers</span>
</div>
<a href="#" class="btn">Read More</a>
</div>
</div>
<!-- Project 2 -->
<div class="project-card" data-aos="fade-up" data-aos-delay="200">
<img src="images/project2.jpg" alt="RestoDB Project">
<div class="project-info">
<h3>RestoDB: Digital Ordering System</h3>
<p><em>June 2024 - July 2024</em></p>
<p>
Conceptualized and designed a comprehensive database management system for a restaurant, enhancing operational efficiency by 20%. The system streamlined order processing, inventory management, and customer relationship management.
</p>
<p>
<strong>Key Contributions:</strong>
<ul>
<li>Modeled database schemas using SQL and ER diagrams to represent restaurant operations.</li>
<li>Developed front-end interfaces for staff to interact with the system effectively.</li>
<li>Implemented data validation and security measures to protect sensitive information.</li>
<li>Collaborated with stakeholders to align the system with business needs.</li>
</ul>
</p>
<a href="#" class="btn">Read More</a>
</div>
</div>
<!-- Project 3 -->
<div class="project-card" data-aos="fade-up" data-aos-delay="300">
<img src="images/project3.jpg" alt="Car Prices Project">
<div class="project-info">
<h3>Predictive Modeling for Car Prices</h3>
<p><em>Aug 2023 - Dec 2023</em></p>
<p>
Engineered a predictive model to estimate car prices based on various features, explaining 91.74% of the variance in car prices. The model utilized advanced regression techniques and feature selection methods to enhance accuracy.
</p>
<p>
<strong>Key Contributions:</strong>
<ul>
<li>Collected and cleaned data from multiple sources to ensure data integrity.</li>
<li>Performed exploratory data analysis to identify significant predictors.</li>
<li>Implemented machine learning algorithms using Python libraries such as scikit-learn.</li>
<li>Validated the model using cross-validation techniques and improved performance metrics.</li>
</ul>
</p>
<a href="#" class="btn">Read More</a>
</div>
</div>
<!-- Project 4 -->
<div class="project-card" data-aos="fade-up" data-aos-delay="400">
<img src="images/project4.jpg" alt="Stock Prediction Project">
<div class="project-info">
<h3>Stock Price Prediction Models</h3>
<p><em>Dec 2022 - Mar 2023</em></p>
<p>
Developed predictive models using LSTM neural networks to forecast stock prices, enhancing forecasting accuracy by up to 30%. The project involved time series analysis and deep learning techniques to capture market trends.
</p>
<p>
<strong>Key Contributions:</strong>
<ul>
<li>Preprocessed historical stock data to prepare it for modeling.</li>
<li>Designed and trained LSTM models using TensorFlow and Keras.</li>
<li>Analyzed model performance and fine-tuned hyperparameters for optimal results.</li>
<li>Visualized predictions versus actual stock prices to demonstrate model effectiveness.</li>
</ul>
</p>
<a href="#" class="btn">Read More</a>
</div>
</div>
</div>
</section>
<!-- Work Experience Section -->
<section id="work-experience" data-aos="fade-up">
<h2>Work Experience</h2>
<div class="timeline">
<!-- Experience 1 -->
<div class="timeline-item" data-aos="fade-right" data-aos-delay="100">
<div class="timeline-icon">
<i class="fas fa-briefcase"></i>
</div>
<div class="timeline-content">
<h3>Artificial Intelligence Intern</h3>
<p><strong>BSNL ALTCC UNIT (Ghaziabad, IN)</strong> | <em>Aug 2021 - Mar 2022</em></p>
<ul>
<li>Remodeled a Smart Pole demonstrating the convergence of 5G and AI, enhancing the existing infrastructure's capabilities.</li>
<li>Implemented image processing techniques with an accuracy of 91% to improve surveillance systems.</li>
<li>Collaborated with cross-functional teams to integrate AI solutions into telecommunications hardware.</li>
</ul>
</div>
</div>
<!-- Experience 2 -->
<div class="timeline-item" data-aos="fade-left" data-aos-delay="200">
<div class="timeline-icon">
<i class="fas fa-briefcase"></i>
</div>
<div class="timeline-content">
<h3>Machine Learning Intern</h3>
<p><strong>XPOTECH (Delhi, IN)</strong> | <em>Mar 2021 - Aug 2021</em></p>
<ul>
<li>Conducted thorough data analysis with outlier detection and correlation analysis to uncover sales insights.</li>
<li>Developed a predictive dashboard using machine learning models, achieving 88% accuracy in the optimal model.</li>
<li>Automated reporting processes, reducing manual effort by 30%.</li>
</ul>
</div>
</div>
<!-- Experience 3 -->
<div class="timeline-item" data-aos="fade-right" data-aos-delay="300">
<div class="timeline-icon">
<i class="fas fa-briefcase"></i>
</div>
<div class="timeline-content">
<h3>Data Analyst Trainee</h3>
<p><strong>ORACLE KVCH (Noida, IN)</strong> | <em>Nov 2019 - Jan 2020</em></p>
<ul>
<li>Acquired proficiency in SPSS, Minitab, SQL, and data warehousing technologies.</li>
<li>Created comprehensive reports using Tableau, enhancing data visualization effectiveness by 20%.</li>
<li>Assisted in data migration projects, ensuring data integrity and security.</li>
</ul>
</div>
</div>
</div>
</section>
<!-- Education Section -->
<section id="education" data-aos="fade-up">
<h2>Education</h2>
<div class="education-container">
<!-- Education 1 -->
<div class="education-item" data-aos="flip-left" data-aos-delay="100">
<i class="fas fa-graduation-cap"></i>
<h3>Master of Science in Data Science</h3>
<p><strong>Stony Brook University, New York, USA</strong> | <em>Aug 2023 - Present</em></p>
<p>Coursework: Data Analysis, Data Management, Big Data, NLP</p>
</div>
<!-- Education 2 -->
<div class="education-item" data-aos="flip-right" data-aos-delay="200">
<i class="fas fa-graduation-cap"></i>
<h3>Bachelor of Technology in Computer Science</h3>
<p><strong>SRM Institute of Science and Technology, Chennai, IN</strong> | <em>July 2019 - May 2023</em></p>
<p>Coursework: Data Structures & Algorithms, DBMS, Artificial Intelligence</p>
</div>
</div>
</section>
<!-- Contact Section -->
<section id="contact" data-aos="fade-up">
<h2>Contact Me</h2>
<div class="contact-container">
<div class="contact-info">
<p><i class="fas fa-map-marker-alt"></i> Los Angeles, CA 90007</p>
<p><i class="fas fa-phone"></i> +1 (323) 864-8852</p>
<p><i class="fas fa-envelope"></i>
<a href="mailto:[email protected]">[email protected]</a>
</p>
<div class="social-links">
<a href="https://www.linkedin.com/in/rishikesh-s/" aria-label="LinkedIn"><i class="fab fa-linkedin-in"></i></a>
<a href="https://github.com/rishusiva" aria-label="GitHub"><i class="fab fa-github"></i></a>
<a href="https://scholar.google.com/citations?user=by3N8AgAAAAJ&hl=en&oi=ao" aria-label="Google Scholar" target="_blank">
<i class="fas fa-graduation-cap"></i>
</a>
</div>
</div>
<!-- Profile Image -->
<div class="contact-image">
<img src="1691067912880-3.jpeg" alt="Profile Image">
</div>
</div>
</section>
</main>
<!-- Footer -->
<footer>
<p>© 2025 Rishikesh Sivakumar | All Rights Reserved.</p>
</footer>
<!-- JavaScript Files -->
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<script src="script.js"></script>
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<script>
AOS.init({
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</body>
</html>