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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>Kishok Sivakumaran - Portfolio</title>
<link rel="stylesheet" href="styles.css">
</head>
<body>
<header>
<h1>Kishok Sivakumaran</h1>
<!-- <p>Email: <a href="mailto:[email protected]">[email protected]</a></p> -->
<p>Location: London, UK</p>
<p>Nationality: British</p>
<!-- <p>Mobile: <a href="tel:+447414890312">07414890312</a></p> -->
</header>
<nav>
<ul>
<li><a href="#about">About Me</a></li>
<li><a href="#education">Education</a></li>
<li><a href="#projects">Projects</a></li>
<li><a href="#skills">Skills</a></li>
<li><a href="#activities">Activities and Achievements</a></li>
<li><a href="#contact">Contact</a></li>
</ul>
</nav>
<main>
<section id="about">
<h2>About Me</h2>
<p>I am a dedicated and passionate Electronic & Information Engineering student at Imperial College London. With a solid foundation in both practical and theoretical aspects of engineering, I am on track to achieve a 2:1 degree classification. My expertise spans a range of disciplines including machine learning, digital signal processing, control engineering, and more. I am enthusiastic about applying my skills to real-world problems and am always eager to learn and take on new challenges.</p>
</section>
<section id="education">
<h2>Education</h2>
<h3>Imperial College London, South Kensington</h3>
<p><strong>Electronic & Information Engineering (MEng)</strong> (2021-2025)</p>
<ul>
<li>On track to achieve a 2:1 degree classification</li>
<li>Key Courses:</li>
<ul>
<li>Year 1: Analogue and Digital Circuit Design, Object-Oriented Programming Concepts</li>
<li>Year 2: Linear Algebra, Statistics, Introduction to Distributed Systems, Language Processing</li>
<li>Year 3: Machine Learning, Digital Signal Processing, Control Engineering, Computer Vision, Graphics, Robotic Manipulation, Project Management</li>
</ul>
</ul>
<h3>Wilson’s School, Wallington</h3>
<p>(2014-2021)</p>
<ul>
<li>A Levels (2021): 4 A* grades in Maths, Further Maths, Physics, and Chemistry</li>
<li>GCSEs (2019): 11 9 grades and 1 A** grade</li>
</ul>
</section>
<section id="projects">
<h2>Projects</h2>
<h3>Modelling Housing Market (Nov 2023)</h3>
<p>Developed and optimized a neural network to predict house prices in California using the California Housing dataset. Preprocessed input data, converted categorical features to one-hot vectors, and normalized numerical values. Developed the training pipeline with PyTorch, carried out mini-batched gradient descent, and optimized hyperparameters to reduce RMSE by over 50%.</p>
<h3>Improvised Exploring Device (Jun 2023 - Jul 2023)</h3>
<p>Project manager for building a balancing robot that autonomously maps and navigates a maze. Implemented inverse perspective mapping and image stitching in Python using OpenCV. Organized weekly meetings with various teams to ensure smooth integration of systems.</p>
<h3>FPGA Space Invaders (Mar 2023)</h3>
<p>Collaborated in a team to develop an IoT system of FPGAs communicating through a server to play a Space Invaders style game. Created a leaderboard using an AWS EC2 instance and DynamoDB. Implemented UART for communication between Nios II soft processor and client PC.</p>
<h3>RISC-V CPU (Dec 2022)</h3>
<p>Implemented single-cycle and pipelined RISC-V 32-bit integer CPU in a team. Wrote SystemVerilog files for top-level modules and created a C++ testbench for debugging.</p>
</section>
<section id="skills">
<h2>Skills</h2>
<ul>
<li><strong>Languages:</strong> Python (PyTorch, Numpy, pandas, Matplotlib, OpenCV, SciKit Learn), C++, SQL, SystemVerilog</li>
<li><strong>Tools:</strong> Git version control</li>
<li><strong>Certifications:</strong> BCS Level 2 ECDL Certificate in IT Application Skills (QCF) – Distinction</li>
<li><strong>Practical design:</strong> 3D design with SolidWorks and Fusion 360, Soldering</li>
</ul>
</section>
<section id="activities">
<h2>Activities and Achievements</h2>
<h3>Hobbies:</h3>
<ul>
<li>Member of Imperial College Data Science Society, participating in Kaggle competitions and hackathons</li>
<li>Photography</li>
<li>Cycling</li>
</ul>
<h3>Volunteering and Experience:</h3>
<ul>
<li>Volunteered at Bandon Hill Primary School, mentoring students in advanced maths topics</li>
<li>Experience as a private tutor, teaching programming to students of various ages</li>
</ul>
</section>
<section id="contact">
<h2>Contact</h2>
<!-- <p>Email: <a href="mailto:[email protected]">[email protected]</a></p> -->
<!-- <p>Mobile: <a href="tel:+447414890312">07414890312</a></p> -->
<p>Location: London, UK</p>
</section>
</main>
<footer>
<!-- <p>© 2024 Kishok Sivakumaran. All rights reserved.</p> -->
</footer>
</body>
</html>