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<title>Mehmet Ali Özer | AI Engineer & Lecturer</title>
<title>HACI EMİR YILMAZ| MIS STUDENT</title>

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<div class="terminal-title">maliozer@ai-workstation:~/portfolio</div>
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<!-- Welcome Message -->
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<span class="command typing-text">whoami</span>
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<div class="output">
MSc. Data Science | Director & Head of AI @SafeNLP.org | AI Engineer @ Orion Innovation | Lecturer @ Haliç University
| Student @ Haliç University
</div>

<!-- Navigation -->
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</nav>

<!-- About Section -->
<section id="about">
<h2>About</h2>
<div class="command-line">
<span class="prompt">$</span>
<span class="command">cat about.md</span>
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<p>Hello, World! I'm Mehmet Ali Özer, Director of SafeNLP.org, building safe intelligence systems and solutions focused on LLMs. I'm an AI Engineer specializing in Large Language Models and Natural Language Processing with extensive experience in distributed training and model optimization.</p>
<br>
<p>Currently working at Orion Innovation as an AI Engineer and teaching at Haliç University, where I share my knowledge in Software Development and Artificial Intelligence fundamentals. My expertise spans from developing language-agnostic auto-evaluation packages for LLMs to implementing cutting-edge techniques like DPO for model alignment.</p>
<br>
<p>With a Master's degree in Data Science from Yeditepe University and years of experience at companies like Huawei, I've developed solutions ranging from spell correction systems to distributed parameter-efficient training strategies. I'm passionate about pushing the boundaries of AI technology while ensuring safety and reliability in AI systems at SafeNLP.org !</p>
<br>
<p>Check out my blog at <a href="https://safenlp.substack.com/" target="_blank">safenlp.substack.com</a> where I write about NLP and AI developments.</p>
</div>
</section>
<!-- About Section -->
<section id="about">
<h2>About</h2>
<div class="command-line">
<span class="prompt">$</span>
<span class="command">cat about.md</span>
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<p>Hello! I am a second-year Management Information Systems student at Haliç University. I am interested in information technology and business processes, and I am gaining experience through projects involving data analysis and basic software applications.</p>
<br>
<p>Currently, I am focusing on improving both my theoretical knowledge and practical skills through my coursework and personal projects. I am working on building my competencies in software development and data analysis.</p>
<br>
<p>For more information about my projects and work, you can check my blog: <a href="https://safenlp.substack.com/" target="_blank">blog.halic.edu.tr</a></p>
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</section>


<!-- Skills Section -->
<section id="skills">
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</section>

<!-- Publications Section -->
<section id="publications">
<h2>Publications</h2>
<div class="command-line">
<span class="prompt">$</span>
<span class="command">grep -r "*.pdf" ./publications/ | head -3</span>
<section id="publications">
<h2>Projects & Coursework</h2>
<div class="command-line">
<span class="prompt">$</span>
<span class="command">ls -r ./projects/ | head -3</span>
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<div class="projects">
<div class="project-card">
<h3 class="project-title">Library Management System (Course Project)</h3>
<p>Developed a simple library management system using Python and SQLite. Focused on CRUD operations, user management, and basic database handling.</p>
<div class="project-tech">
<span class="tech-tag">Python</span>
<span class="tech-tag">SQLite</span>
<span class="tech-tag">Coursework</span>
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<div class="projects">
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<h3 class="project-title">Performance Analysis of Text Chunking Methods for LLM-Based Document Summarization</h3>
<p>Published at UBMK Conference. Research on optimizing text chunking strategies for improved LLM-based document summarization performance.</p>
<div class="project-tech">
<span class="tech-tag">LLMs</span>
<span class="tech-tag">Text Chunking</span>
<span class="tech-tag">Summarization</span>
<span class="tech-tag">UBMK</span>
</div>
</div>
<div class="project-card">
<h3 class="project-title">Sentiment Analysis of Twitter Reflections of Distance Education in the COVID-19 Pandemic Process</h3>
<p>Research analyzing public sentiment towards distance education during the COVID-19 pandemic using Twitter data and NLP techniques.</p>
<div class="project-tech">
<span class="tech-tag">Sentiment Analysis</span>
<span class="tech-tag">Twitter API</span>
<span class="tech-tag">NLP</span>
<span class="tech-tag">COVID-19</span>
</div>
</div>
<div class="project-card">
<h3 class="project-title">An Investigation of the Usage of Dynamic Time Warping in String Similarity Estimation</h3>
<p>Comprehensive investigation into DTW algorithms and their applications in string similarity estimation and pattern matching.</p>
<div class="project-tech">
<span class="tech-tag">DTW</span>
<span class="tech-tag">String Matching</span>
<span class="tech-tag">Algorithm Analysis</span>
<span class="tech-tag">Research</span>
</div>
</div>
</div>
</div>
<div class="project-card">
<h3 class="project-title">Student Performance Data Analysis</h3>
<p>Analyzed student performance dataset using Excel and Python, generating insights and visualizations for key learning trends.</p>
<div class="project-tech">
<span class="tech-tag">Python</span>
<span class="tech-tag">Excel</span>
<span class="tech-tag">Data Analysis</span>
</div>
</section>
</div>
<div class="project-card">
<h3 class="project-title">Responsive Website Development</h3>
<p>Built a responsive website as a university project using HTML, CSS, and JavaScript, including navigation and interactive elements.</p>
<div class="project-tech">
<span class="tech-tag">HTML</span>
<span class="tech-tag">CSS</span>
<span class="tech-tag">JavaScript</span>
<span class="tech-tag">Web Development</span>
</div>
</div>
</div>
</div>
</section>


<!-- Education Section -->
<section id="education">
<h2>Education</h2>
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<span class="command">tail -n 20 education.log</span>
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<h3 class="project-title">Master of Science - Data Science</h3>
<p style="color: var(--text-secondary);">Yeditepe University | 2020 - 2024</p>
<p>Generation of Image Series From a Sequence of Related Short Sentences</p>
</div>
<div class="project-card">
<h3 class="project-title">Lorem Ipsum Degree</h3>
<p style="color: var(--text-secondary);">Lorem University | 20XX - 20XX</p>
<p>Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua.</p>
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<section id="education">
<h2>Education</h2>
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<span class="prompt">$</span>
<span class="command">tail -n 20 education.log</span>
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<div class="output">
<div class="projects">
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<h3 class="project-title">Bachelor of Science - Management Information Systems</h3>
<p style="color: var(--text-secondary);">Haliç University | 2023 - Present</p>
<p>Currently a second-year student focusing on information technology, business processes, and data analysis projects.</p>
</div>
</div>
</div>
</section>


<!-- Certifications Section -->
<section id="certifications">
<h2>Certifications & Awards</h2>
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<span class="prompt">$</span>
<span class="command">ls -la ./certifications/</span>
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<div class="output">
<div style="margin-left: 2rem;">
<p style="color: var(--info);">→ Building Secure and Trustworthy LLMs Using NVIDIA Guardrails</p>
<p style="color: var(--info);">→ MLx Generative AI Theory, Agents, Products - Oxford</p>
<p style="color: var(--info);">→ European Summer School of Artificial Intelligence, Slovenia,</p>
<p style="color: var(--info);">→ Social COMQUANT'22 - Text Mining and NLP for Computational Social Sciences</p>
<p style="color: var(--info);">→ DeepLearning.ai Study Group 2019-2020</p>
<p style="color: var(--warning);">★ Üstün Başarı Bursu (Outstanding Achievement Scholarship)</p>
</div>
</div>
</section>

<section id="certifications">
<h2>Certifications & Awards</h2>
<div class="command-line">
<span class="prompt">$</span>
<span class="command">ls -la ./certifications/</span>
</div>
<div class="output">
<div style="margin-left: 2rem;">
<p style="color: var(--info);">No certifications or awards yet.</p>
</div>
</div>
</section>

<!-- Contact Section -->
<section id="contact">
<h2>Contact</h2>
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<a href="mailto:maliozer@safenlp.org">maliozer@safenlp.org</a>
<a href="mailto:emiryilmaz724@gmail.com">emiryilmaz724@gmail.com</a>
</div>
<div class="contact-item">
<a href="https://www.linkedin.com/in/maliozer" target="_blank">linkedin.com/in/maliozer</a>
<a href="https://https://www.linkedin.com/in/emir-yılmaz-b35b381a7" target="_blank">linkedin.com/in/emiryilmaz</a>
</div>
<div class="contact-item">
<a href="https://github.com/maliozer" target="_blank">github.com/maliozer</a>
<a href="https://https://github.com/emiryilmaz724-cmd" target="_blank">github.com/emiryilmaz724
</a>
</div>
<div class="contact-item">
<a href="https://safenlp.substack.com/" target="_blank">safenlp.substack.com</a>
Expand All @@ -633,7 +628,7 @@ <h2>Contact</h2>
<span class="prompt">$</span>
<span class="command">exit</span>
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<p>© 2024 Mehmet Ali Özer | Built with &lt;3 and lots of coffee</p>
<p>© 2024 Hacı Emir Yılmaz | Built with &lt;3 and lots of coffee</p>
<p>Last login: <span id="current-date"></span></p>
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