xinjue37.github.io/index.html at main · xinjue37/xinjue37.github.io · GitHub

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<!DOCTYPE html>
<html lang="en">
<head>
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    <title>Ng Zheng Jue - Machine Learning Engineer | Personal Portfolio</title>

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    <meta name="description" content="Ng Zheng Jue is a Machine Learning Engineer based in Kuala Lumpur, Malaysia. Currently pursuing Bachelor of Engineering in AI at Xiamen University Malaysia (XMUM) with First-Class Honors.">
    <meta name="keywords" content="Ng Zheng Jue, Machine Learning Engineer, Data Scientist, Machine Learning, Deep Learning, Xiamen University Malaysia (XMUM), Kuala Lumpur">
    <meta name="author" content="Ng Zheng Jue">

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    <meta property="og:url" content="https://xinjue37.github.io/">
    <meta property="og:title" content="Ng Zheng Jue - Machine Learning Engineer">
    <meta property="og:description" content="Personal portfolio of Ng Zheng Jue, Machine Learning Engineer based in Kuala Lumpur, Malaysia.">
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</head>
<body>
    <header>
        <nav>
            <div class="nav-content">
                <div class="logo">NZJ</div>
                <ul class="nav-links">
                    <li><a href="#home">Home</a></li>
                    <li><a href="#about">About</a></li>
                    <li><a href="#education">Education</a></li>
                    <li><a href="#experience">Experience</a></li>
                    <li><a href="#contact">Contact</a></li>
                </ul>
            </div>
        </nav>
    </header>

    <main>
        <section id="home" class="hero">
            <div class="hero-content">
                <div class="hero-text">
                    <h1>Ng Zheng Jue</h1>
                    <p class="subtitle">Machine Learning Engineer</p>
                    <p class="contact-info">Kuala Lumpur, Malaysia | (+60) 11-1076 4746 | ngzhengjue37@gmail.com</p>
                    <div class="social-links">
                        <a href="https://www.linkedin.com/in/ng-zheng-jue/" target="_blank" class="social-link">
                            <i class="fab fa-linkedin"></i>
                        </a>
                        <a href="https://github.com/xinjue37" target="_blank" class="social-link">
                            <i class="fab fa-github"></i>
                        </a>
                        <a href="mailto:ngzhengjue37@gmail.com" target="_blank" class="social-link">
                            <i class="fas fa-envelope"></i>
                        </a>
                    </div>
                    <div class="resume-link">
                        <a href="doc/Ng Zheng Jue Resume.pdf" download>
                            <i class="fas fa-file-download"></i> Resume
                        </a>
                    </div>
                </div>
                <div class="profile-image-container">
                    <img src="img/personal_image.jpg" alt="Ng Zheng Jue" class="profile-image">
                </div>
            </div>
        </section>

        <section id="about" class="about">
            <div class="container">
                <h2>About Me</h2>
                <div class="about-content">
                    <div class="about-text">

                        <p>I am a Bachelor of Engineering in Artificial Intelligence at Xiamen University Malaysia (XMUM), where I have achieved First-Class Honors (Ranked 1st) with a CGPA of 3.87. I bring nearly three years of experience in solving real-world data science problems.</p>
                        <p>As a Research Assistant at Xiamen University Malaysia (XMUM), I focus on EEG data analysis and machine learning. I developed a diffusion model-based epileptic spike detection classifier and an EEG epilepsy annotation model using deep learning, demonstrating proficiency in predictive modeling, time-series analysis, and pattern recognition. I also deployed these models using cloud platforms such as AWS EC2, highlighting my ability to build scalable machine learning solutions.</p>
                        <p>During my Data Scientist Internship at MoneyLion, I worked on LLM evaluation frameworks and automated pipelines. I enhanced a bank transaction chatbot by refining SQL-generated responses, further strengthening my skills in SQL databases and data transformation.</p>
                        <p>In addition to my academic and professional work, I founded the Xiamen University Malaysia (XMUM) AI Club, where I lead project teams and conduct workshops. Under my leadership, the club has developed Generative AI applications, such as chatbots and a journal summarization tool, and delivered Power BI workshops. I've also led agile-based projects and participated in data science initiatives, including optimizing airline customer satisfaction through exploratory data analysis.</p>

                    </div>
                    <div class="skills">
                        <h3>Technical Skills</h3>
                        <div class="skill-tags">
                            <span class="skill-tag">Python</span>
                            <span class="skill-tag">MySQL</span>
                            <span class="skill-tag">Java</span>
                            <span class="skill-tag">C</span>
                            <span class="skill-tag">Machine Learning</span>
                            <span class="skill-tag">Deep Learning</span>
                            <span class="skill-tag">Computer Vision</span>
                            <span class="skill-tag">Image Processing</span>
                            <span class="skill-tag">OpenCV</span>
                            <span class="skill-tag">Natural Language Processing</span>
                            <span class="skill-tag">Chatbot Development</span>
                            <span class="skill-tag">Langchain</span>
                            <span class="skill-tag">Business Analysis</span>
                            <span class="skill-tag">Cloud Computing</span>
                        </div>
                        <h3>Soft Skills</h3>
                        <div class="skill-tags">
                            <span class="skill-tag">Leadership</span>
                            <span class="skill-tag">Time Management</span>
                            <span class="skill-tag">Communication</span>
                            <span class="skill-tag">Teamwork</span>
                        </div>
                        <h3>Languages</h3>
                        <div class="skill-tags">
                            <span class="skill-tag">English</span>
                            <span class="skill-tag">Chinese</span>
                            <span class="skill-tag">Malay</span>
                        </div>
                    </div>
                </div>
            </div>
        </section>

        <section id="education" class="education">
            <div class="container">
                <h2>Education</h2>
                <div class="education-grid">
                    <div class="education-card">
                        <h3>BEng in Artificial Intelligence</h3>
                        <div class="school">Xiamen University Malaysia</div>
                        <div class="date">Apr 2021 – Mar 2025</div>
                        <ul class="achievements">
                            <li>CGPA: 3.87</li>
                            <li>First-Class Honors (Ranked 1st)</li>
                        </ul>
                        <div class="publication">
                            Publication: Imitation learning in Sequential Crowd Counting using Deep Reinforcement Learning, STEER, 2024
                        </div>
                    </div>

                    <div class="education-card">
                        <h3>Foundation in Science</h3>
                        <div class="school">Xiamen University Malaysia</div>
                        <div class="date">Apr 2020 – Mar 2021</div>
                        <ul class="achievements">
                            <li>CGPA: 3.54</li>
                        </ul>
                    </div>

                    <div class="education-card">
                        <h3>Science Stream</h3>
                        <div class="school">SMJK Seg Hwa</div>
                        <div class="date">Jan 2015 – Dec 2019</div>
                        <ul class="achievements">
                            <li>SPM: 8As, 3B</li>
                        </ul>
                    </div>
                </div>
            </div>
        </section>

        <section id="experience" class="experience">
            <div class="container">
                <h2>Experience</h2>
                <div class="timeline">
                    <div class="timeline-item">
                        <div class="timeline-content">
                            <h3>Research Assistant</h3>
                            <p class="company">Xiamen University Malaysia (XMUM)</p>
                            <p class="date">Sep 2022 - Mar 2025</p>
                            <ul>
                                <li>Conduct data preprocessing and analysis on raw EEG data collected from University Malaya (UM) using Python's MNE library and MATLAB</li>
                                <li>Develop a diffusion model-based epileptic spike detection classifier using PyTorch</li>
                                <li>Outcome: Remove the need of manual annotation and facilitate automated EEG source imaging</li>
                            </ul>
                        </div>
                    </div>
                    <div class="timeline-item">
                        <div class="timeline-content">
                            <h3>Data Scientist Intern</h3>
                            <p class="company">MoneyLion</p>
                            <p class="date">Aug 2024 - Jan 2025</p>
                            <ul>
                                <li>Build a reliable & cost-efficient aspect-based LLM evaluation framework by minimizing human and LLM bias</li>
                                <li>Develop a Metaflow pipeline to streamline the evaluation process and automatically deliver results to Slack</li>
                                <li>Outcome: Accelerate the CI/CD pipeline for LLM application development, achieving a 16x speed boost</li>
                            </ul>
                        </div>
                    </div>
                    <div class="timeline-item">
                        <div class="timeline-content">
                            <h3>Founder of AI Club</h3>
                            <p class="company">Xiamen University Malaysia (XMUM)</p>
                            <p class="date">Dec 2023 - Sep 2024</p>
                            <ul>
                                <li>Conducted bi-weekly interactive hands-on workshops on AI fundamentals</li>
                                <li>Led project teams in developing AI-powered college chatbot and journal discovery platform</li>
                                <li>Organized TechExpo to showcase student AI projects and enhance school's technological reputation</li>
                            </ul>
                        </div>
                    </div>
                </div>
            </div>
        </section>

        <section id="contact" class="contact">
            <div class="container">
                <h2>Get in Touch</h2>
                <div class="contact-content">
                    <p>I'm always open to new opportunities and collaborations. Feel free to reach out!</p>
                    <a href="mailto:ngzhengjue37@gmail.com" class="contact-button">Email Me</a>
                </div>
            </div>
        </section>
    </main>

    <footer>
        <div class="container">
            <p>&copy; 2025 Ng Zheng Jue. All rights reserved.</p>
        </div>
    </footer>

    <script src="script.js"></script>
</body>
</html>