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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>João Mata - MSc Biomedical Engineering & AI/ML for Healthcare</title>
<link href="https://fonts.googleapis.com/css2?family=Inter:wght@300;400;600&display=swap" rel="stylesheet">
<link rel="stylesheet" href="./style.css">
</head>
<body>
<div class="container">
<header>
<h1>João Mata</h1>
<p class="subtitle">MSc Biomedical Engineering | AI/ML for Healthcare | Biomedical Imaging & Biosignals</p>
</header>
<nav>
<a href="#about">About</a>
<a href="#experience">Experience</a>
<a href="#education">Education</a>
<a href="#projects">Projects</a>
<a href="#skills">Skills</a>
<a href="#volunteering">Volunteering</a>
<a href="#awards">Awards</a>
<a href="#contact">Contact</a>
</nav>
<main>
<section id="about">
<h2>About Me</h2>
<p>
As a first-year Master's student in Biomedical Engineering at Técnico Lisboa, I specialize in Biomedical Imaging, Biosignals, and Biomedical Instrumentation while minoring in Artificial Intelligence. I'm passionate about applying my technical skills to develop intelligent healthcare solutions that improve access to medical care worldwide.
<br><br>
With a strong academic foundation (17/20 GPA in my BSc) and hands-on research experience, I combine engineering expertise with a deep interest in AI applications for healthcare. Beyond academics, I'm an avid cook, enjoy traveling, and appreciate musical theatre. I pride myself on being outgoing, organized, and hardworking - qualities that drive me to achieve my professional goals.
</p>
</section>
<section id="experience">
<h2>Professional Experience</h2>
<div class="experience-item">
<h3>Junior Data Scientist</h3>
<p class="organization">Crab Technologies | 2025 - Present</p>
<p>
Developing Agentic Gen-AI workflows using LangChain, LangGraph, and Ollama to support multi-agent interactions for task automation and evaluation. Also using embedding models and traditional machine learning for similarity search, data analysis, and visualization.
</p>
</div>
<div class="experience-item">
<h3>Computational Clinical Imaging Researcher</h3>
<p class="organization">Champalimaud Research | 2024 - Present</p>
<p>
Developed a natural language interface that uses AI and Large Language Models (LLMs) to enable medical professionals to search, compare, and analyze MRI images within Medical Image Archive Systems at Champalimaud Foundation.
</p>
</div>
<div class="experience-item">
<h3>3D Modeling of a Multimodal Stethoscope Casing</h3>
<p class="organization">Instituto Superior Técnico | 2022 - Present</p>
<p>
Developed a 3D model of a casing for a multimodal stethoscope using OpenSCAD and 3D printing. The resulting work was featured in a conference article: "Electronic Stethoscope with 3D Printing for Simultaneous Acquisition of Electrocardiogram and Heart Sounds".
</p>
</div>
<div class="experience-item">
<h3>Anatomy and Histology Teaching Assistant</h3>
<p class="organization">Faculty of Medicine, University of Lisbon</p>
<p>
Assisted professors in teaching anatomy and histology courses, helping students understand complex medical concepts and structures.
</p>
</div>
</section>
<section id="education">
<h2>Education</h2>
<div class="education-item">
<h3>MSc in Biomedical Engineering + Minor in AI</h3>
<p>Técnico Lisboa | 2024 - 2026</p>
<p>Biomedical Imaging, Biosignals, and Biomedical Instrumentation track with a minor in Artificial Intelligence.</p>
<p>Optional Courses: Fundamentals of Brain-Computer Interfaces, NeuroModulation, Neuroimaging and ML-based Multimedia Processing</p>
</div>
<div class="education-item">
<h3>BSc in Biomedical Engineering</h3>
<p>Técnico Lisboa and Faculty of Medicine at ULisboa | 2021 - 2024</p>
<p>GPA: 17/20</p>
<p>Pre-major courses: Introduction to Computational Methods in Biomedicine and Programming for Data Science</p>
</div>
<div class="education-item">
<h3>Additional Courses</h3>
<ul>
<li><strong>Data-Centric Programming</strong> - Aalborg Universitet, Denmark (2024)<br>Programming, data processing, visualization, and advanced data analysis, including discussions on data ethics. Final project analyzing Worldwide Student Performance factors.</li>
<li><strong>Space Communications and Problem Based Learning</strong> - Technische Universität Graz, Austria (2024)<br>Worked on Satellite constellation design, practical introduction to spaceflight, maximum power point tracking. Explored Problem Based Learning approaches. Final project on Orbital Dynamics.</li>
<li><strong>Building AI Agents with LangGraph</strong> - O'Reilly Learning Platform (Certificate)<br>Designing, building, and evaluating sophisticated AI agents using Python, OpenAI, and LangGraph, and applying these skills to automate tasks, enhance decision-making processes, and improve workflow efficiency in various industries.</li>
<li><strong>Machine Learning, Maths & Ethics: Hands-on</strong> - MOOC Técnico (2024, certificate)</li>
<li><strong>Regulation of Health Technologies</strong> - MOOC Técnico (2023, certificate)</li>
</ul>
</div>
</section>
<section id="projects">
<h2>Projects</h2>
<div class="project">
<h3>AI/LLM Powered Intelligent Medical Applications</h3>
<p>
Developed a natural language interface using AI and Large Language Models (LLMs) to enable medical professionals to search, compare, and analyze MRI images within Medical Image Archive Systems at Champalimaud Foundation.
</p>
</div>
<div class="project">
<h3>EMG/Accelerometer Controlled Computer Interface</h3>
<p>
Developed a fully functioning EMG/Accelerometer Controlled Computer Interface as part of Introduction to Bioinstrumentation course, enabling control of computer functions through muscle activity and movement.
</p>
</div>
<div class="project">
<h3>3D Multimodal Stethoscope</h3>
<p>
Designed and 3D printed a casing for a multimodal stethoscope that enables simultaneous acquisition of electrocardiogram and heart sounds. This work was featured in a conference publication.
</p>
</div>
</section>
<section id="skills">
<h2>Skills</h2>
<div class="skills-container">
<div class="skills-category">
<h3>Languages</h3>
<ul>
<li>English - C2 Proficient</li>
<li>Portuguese - Native</li>
<li>Spanish - B1 Intermediate</li>
</ul>
</div>
<div class="skills-category">
<h3>Programming</h3>
<ul>
<li>Python (comfortable intermediate)</li>
<li>Matlab (intermediate)</li>
<li>Java, R, Arduino (foundational understanding)</li>
<li>LangChain & LangGraph</li>
<li>3D Modeling (OpenSCAD)</li>
</ul>
</div>
<div class="skills-category">
<h3>Technical Areas</h3>
<ul>
<li>Biomedical Imaging</li>
<li>Bio-Signal Processing</li>
<li>Biomedical Instrumentation</li>
<li>AI/ML for Healthcare</li>
<li>Data Analysis & Research</li>
<li>Natural Language Processing</li>
</ul>
</div>
</div>
</section>
<section id="volunteering">
<h2>Volunteering Experience</h2>
<div class="volunteer-item">
<h3>BOARD OF EUROPEAN STUDENTS OF TECHNOLOGY (BEST)</h3>
<p>
Full member, currently organizing the 2025 BEST Summer Course, which will bring 22 students from European universities to Técnico. Leading a team of 12 members from diverse backgrounds to coordinate logistics, academics, and cultural activities.
</p>
</div>
<div class="volunteer-item">
<h3>SCMED – Sociedade de Ciências Médicas</h3>
<p>
Founding member of the Biomedical Engineering section. Co-organized the 1st Biomedical Engineering Conference, contributing to program development and outreach.
</p>
</div>
<div class="volunteer-item">
<h3>XIX ENEEB (National Meeting of Biomedical Engineering Students)</h3>
<p>
Responsible for contacting national and international speakers and organizations to build a strong academic curriculum for participants.
</p>
</div>
</section>
<section id="awards">
<h2>Awards</h2>
<ul>
<li>Study Grant | Belmiro de Azevedo Foundation</li>
<li>Merit Scholarship | CEBI</li>
<li>Merit Medal | V.F.X Municipal Council</li>
</ul>
</section>
<section id="contact">
<h2>Contact</h2>
<p>Email: joao.m.mata@tecnico.ulisboa.pt</p>
<p>Location: Lisbon, Portugal</p>
<div class="social-links">
<a href="https://linkedin.com/in/joao-m-mata" target="_blank">LinkedIn</a>
</div>
</section>
</main>
<footer>
<p>© 2025 João Mata. All Rights Reserved.</p>
</footer>
</div>
</body>
</html>