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hyperlinks updates
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‎src/pages/about.astro‎

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@@ -36,15 +36,15 @@ const pageTitle = "About Me";
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</div>
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</a>
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<a href="https://github.com/zirui-li" class="hero-contact-card" target="_blank" rel="noopener noreferrer">
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<a href="https://github.com/J1mL1" class="hero-contact-card" target="_blank" rel="noopener noreferrer">
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<div class="hero-contact-icon">
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<svg viewBox="0 0 24 24" fill="currentColor">
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<path d="M12 0c-6.626 0-12 5.373-12 12 0 5.302 3.438 9.8 8.207 11.387.599.111.793-.261.793-.577v-2.234c-3.338.726-4.033-1.416-4.033-1.416-.546-1.387-1.333-1.756-1.333-1.756-1.089-.745.083-.729.083-.729 1.205.084 1.839 1.237 1.839 1.237 1.07 1.834 2.807 1.304 3.492.997.107-.775.418-1.305.762-1.604-2.665-.305-5.467-1.334-5.467-5.931 0-1.311.469-2.381 1.236-3.221-.124-.303-.535-1.524.117-3.176 0 0 1.008-.322 3.301 1.23.957-.266 1.983-.399 3.003-.404 1.02.005 2.047.138 3.006.404 2.291-1.552 3.297-1.23 3.297-1.23.653 1.653.242 2.874.118 3.176.77.84 1.235 1.911 1.235 3.221 0 4.609-2.807 5.624-5.479 5.921.43.372.823 1.102.823 2.222v3.293c0 .319.192.694.801.576 4.765-1.589 8.199-6.086 8.199-11.386 0-6.627-5.373-12-12-12z"/>
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</svg>
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</div>
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</a>
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<a href="https://instagram.com/yourhandle" class="hero-contact-card" target="_blank" rel="noopener noreferrer">
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<a href="https://www.instagram.com/lord_j1m/" class="hero-contact-card" target="_blank" rel="noopener noreferrer">
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<div class="hero-contact-icon">
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<svg viewBox="0 0 24 24" fill="currentColor">
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<path d="M12 2.163c3.204 0 3.584.012 4.85.07 3.252.148 4.771 1.691 4.919 4.919.058 1.265.069 1.645.069 4.849 0 3.205-.012 3.584-.069 4.849-.149 3.225-1.664 4.771-4.919 4.919-1.266.058-1.644.07-4.85.07-3.204 0-3.584-.012-4.849-.07-3.26-.149-4.771-1.699-4.919-4.92-.058-1.265-.07-1.644-.07-4.849 0-3.204.013-3.583.07-4.849.149-3.227 1.664-4.771 4.919-4.919 1.266-.057 1.645-.069 4.849-.069zm0-2.163c-3.259 0-3.667.014-4.947.072-4.358.2-6.78 2.618-6.98 6.98-.059 1.281-.073 1.689-.073 4.948 0 3.259.014 3.668.072 4.948.2 4.358 2.618 6.78 6.98 6.98 1.281.058 1.689.072 4.948.072 3.259 0 3.668-.014 4.948-.072 4.354-.2 6.782-2.618 6.979-6.98.059-1.28.073-1.689.073-4.948 0-3.259-.014-3.667-.072-4.947-.196-4.354-2.617-6.78-6.979-6.98-1.281-.059-1.69-.073-4.949-.073zm0 5.838c-3.403 0-6.162 2.759-6.162 6.162s2.759 6.163 6.162 6.163 6.162-2.759 6.162-6.163c0-3.403-2.759-6.162-6.162-6.162zm0 10.162c-2.209 0-4-1.79-4-4 0-2.209 1.791-4 4-4s4 1.791 4 4c0 2.21-1.791 4-4 4zm6.406-11.845c-.796 0-1.441.645-1.441 1.44s.645 1.44 1.441 1.44c.795 0 1.439-.645 1.439-1.44s-.644-1.44-1.439-1.44z"/>
@@ -78,7 +78,7 @@ const pageTitle = "About Me";
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<h2>Education</h2>
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<div class="education-item">
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<p><strong>University of Manchester</strong><br/>
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MEng Computer Science (2:1 Degree) | September 2021 – June 2025
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M.Eng. Computer Science (2:1 Degree) | September 2021 - June 2025
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</p>
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<p class="skills">
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<strong>Skills:</strong> Natural Language Understanding · Database Design · Software Engineering · Game Theory · Algorithms · Python · PyTorch · Java · LaTeX · JavaScript · Linux · SQL · HTML · Flask · Django
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<section class="experience-section">
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<h2>Research Internship</h2>
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<div class="experience-item">
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<p class="position"><strong>University of Manchester</strong> | June 2024 – Present</p>
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<p class="position"><strong>University of Manchester</strong> | June 2024 - Present</p>
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<ul>
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<li>Led the design and implementation of the DocMMIR framework: a benchmark for document multimodal retrieval.</li>
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<li>Built retrieval pipelines using PyTorch Lightning, fine-tuned models including CLIP, BLIP2, SIGLIP, and preprocessed ~300,000 Wikipedia image-text dataset entries.</li>
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<li>Designed text-image fusion strategies, aligning query embeddings with document embeddings using contrastive loss to optimize mapping space.</li>
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<li>Paper currently under submission to EMNLP, expected public release in Fall 2025.</li>
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</ul>
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</div>
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</section>
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<!-- Software Engineering Internship -->
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<section class="experience-section">
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<h2>Software Engineering Internship</h2>
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<div class="experience-item">
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<p class="position"><strong>AutoBizLine Inc.</strong> | August 2023 – September 2024</p>
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<p class="position"><strong>AutoBizLine Inc.</strong> | August 2023 - September 2024</p>
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<ul>
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<li>Participated in full-stack development of "MySecondLine" online communication application, using Django backend + JavaScript frontend, contributing over 8,000 lines of code.</li>
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<li>Designed and implemented Django-based compliance review automation workflow, significantly reducing regulatory review time.</li>
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<div class="project-item">
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<h3>Social Network Analysis</h3>
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<p class="project-date">September 2023 – April 2024</p>
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<p class="project-date">September 2023 - April 2024</p>
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<ul>
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<li>Used NetworkX to parse and visualize social networks with up to 15,000 nodes, evaluating node importance based on centrality metrics.</li>
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<li>Implemented and compared multiple link prediction algorithms: Common Neighbours, Jaccard, Graph Autoencoder, node2vec, etc.</li>
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<div class="project-item">
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<h3>Eventlite (Coursework)</h3>
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<p class="project-date">January 2023 – April 2023</p>
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<p class="project-date">January 2023 - April 2023</p>
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<ul>
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<li>Built event management application using Spring Boot, implementing user registration, event creation and editing features, and wrote unit and integration tests under MVC architecture.</li>
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</ul>

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