Bruno Sousa Email and Phone Number
I am a Biomedical Engineering student with a strong academic and professional background, particularly in the fields of artificial intelligence, software engineering, and bioengineering. Currently pursuing a Master's degree in Biomedical Engineering at the University of Aveiro, I have been actively involved in research projects, notably in anomaly detection and smart city technologies. My experience includes developing machine learning algorithms and data science applications, which I have applied to a variety of medical and technological contexts.I am currently conducting research at I3N, University of Aveiro, under a research scholarship. My work focuses on developing advanced anomaly detection software, applying deep neural networks, support vector machines (SVM), and random forest methods. This research is centred around creating a novel algorithm based on cellular frustration detection mechanisms within the field of immunology, aiming to enhance precision and efficiency in the analysis of cellular behaviours. This project aligns with my interests in both biomedical engineering and artificial intelligence, allowing me to contribute to cutting-edge research in immunology while applying my expertise in software development and machine learning.In addition to my current work, I have contributed to several interdisciplinary projects, such as the EduCITY initiative, where I focused on creating smart and sustainable city solutions using data science techniques. I also developed diagnostic imaging software for thoracic X-rays, leveraging deep-learning models to improve the accuracy of medical diagnostics. My technical proficiency includes programming languages such as Python, MATLAB, and C, as well as a strong foundation in biostatistics and computational neuroscience.Throughout my academic journey, I have been recognised with multiple scholarships and awards, including the INOVA+ Award for my contributions to the EduCITY project. I have presented my research at various conferences and co-authored publications exploring the intersection of technology, education, and sustainability. My work reflects a commitment to innovation and a collaborative approach to solving complex research challenges, underpinned by critical thinking, leadership, and a strong focus on delivering precise and efficient solutions.
Fundação Casa Hermes
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Collaborator At Skope Museum Of Medicine And Health | Casa Hermes FoundationFundação Casa Hermes Oct 2024 - PresentAveiro, PortugalAs a collaborator at the Skope Museum of Medicine and Health, my main responsibilities include supporting the promotion and raising awareness of the museum within the University of Aveiro community, engaging with both students and faculty members. I assist in organising and coordinating activities, visits, and events to encourage greater interaction and appreciation for the museum’s offerings. Additionally, I contribute to the management and quality assurance of services, ensuring a smooth and enriching experience for all visitors.
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Research Scholarship Holder | I3N, University Of AveiroUniversidade De Aveiro Oct 2024 - PresentAveiro, PortugalAs a researcher at I3N, I am focused on developing anomaly detection algorithms, with a particular emphasis on deep neural networks, support vector machines (SVM), and random forests. My main task is creating a novel algorithm based on cellular frustration detection mechanisms, which excludes agent interaction modelling to enhance both precision and efficiency. This role has allowed me to work closely with a multidisciplinary team, applying advanced machine learning techniques to solve complex biomedical problems. -
Research Scholarship Holder | Educity Project, University Of AveiroUniversidade De Aveiro Jan 2024 - Oct 2024Aveiro, PortugalAs part of the EduCITY project, I contributed to developing smart and sustainable city technologies by applying data science and data mining techniques. My key responsibilities included analysing large datasets to optimise urban systems and collaborating with the research team to meet project goals. Additionally, I developed an Excel-based data analysis tool with automated filtering and graphical representation features to streamline the data processing for the project.
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Magma Ambassador | Magma StudioMagma Studio Oct 2024 - PresentAveiro, PortugalAs a Magma Ambassador at the University of Aveiro, I am tasked with bridging the gap between academia and industry. My role involves promoting Magma Studio’s Talent Programmes, which support career development for students and recent graduates. By connecting my university peers with these resources, I help foster opportunities for early-career growth and prepare them for a dynamic job market. This role not only allows me to actively contribute to others' professional journeys but also inspires my own ambitions in developing solutions that empower young talent.Through this experience, I am refining my teamwork and problem-solving skills while gaining a deeper understanding of the challenges and possibilities within a fast-paced, innovation-driven environment. These experiences are enriching my interpersonal growth, solidifying my commitment to a future where academia and economic initiatives work hand-in-hand. -
Scholarship Recipient And Regional Representative – Associação Duarte Tarré (Adt)Associação Duarte Tarré Nov 2021 - PresentAveiro, PortugalSelected as the first scholarship recipient from northern Portugal by the prestigious Associação Duarte Tarré (ADT), an organisation renowned for supporting academic excellence and personal development. My selection marked the association's expansion beyond Lisbon, setting a precedent for the inclusion of students from diverse regions.In this role, I not only excelled as a recipient of this highly competitive merit-based scholarship but also contributed significantly to the ADT's mission. I participated actively in workshops and activities designed to foster academic, personal, and professional growth. Recognising the transformative impact of the ADT, I took on the responsibility of mentoring subsequent scholarship recipients from northern Portugal. -
Thoracic X-Ray Diagnostic Software | Ieee, University Of AveiroIeeta Mar 2024 - Aug 2024Aveiro, PortugalDuring this independent summer internship, I extended my previous coursework by developing diagnostic software for thoracic X-ray image classification. I applied advanced deep learning models to improve clinical impression generation. My work focused on refining machine learning algorithms and dataset handling, significantly enhancing the software’s feature extraction and image interpretation capabilities. -
Virtual-Ai Nutrition Assistant Powered Diagnostic Software | Wish And CookWish And Cook Sep 2023 - Jul 2024Aveiro, PortugalDuring my internship, I developed an AI-based virtual assistant designed to assist medical professionals with nutritional diagnoses. The tool integrated speech recognition and machine learning algorithms to analyse patient symptoms and generate preliminary diagnostic reports. I was responsible for data preparation, algorithm training, and ensuring the software was user-friendly and efficient for healthcare providers. -
Coordenador De AtividadesIeee University Of Aveiro Student Branch Sep 2023 - Jun 2024Aveiro, PortugalAs an Activity Coordinator, I co-organised and co-promoted various activities and workshops within the IEEE University of Aveiro Student Branch. My role involved collaborating with various teams, planning events, managing promotional strategies, and creating registration systems. This experience enhanced my skills in project management, communication, and event coordination. -
Spheroid Characterisation And Cell Counting Software | Ciceco, University Of AveiroCiceco - Aveiro Institute Of Materials Sep 2023 - Feb 2024Aveiro, PortugalDuring this research internship, I developed a Matlab-based software for spheroid characterisation and cell counting in medical imaging. The software utilised advanced image processing techniques to analyse cell viability and quality, significantly reducing the manual counting process in agarose moulds. I designed the system with an intuitive user interface, making it accessible to non-programming professionals, which improved research efficiency and accuracy in medical studies. -
Autistic Mouse Eeg Analysis Using Spikeinterface Neurological Activity Monitoring Software | ImmInstituto De Medicina Molecular Jun 2023 - Sep 2023Lisboa, PortugalDuring my internship at the Institute of Molecular Medicine (iMM) in Lisbon, I developed a software tool using SpikeInterface to analyse EEG data from autistic mice during behavioural tasks. The software facilitated the exploration of neural activity across multiple electrodes, providing detailed insights into brain activity during decision-making processes. By enabling efficient visualisation and analysis of large-scale EEG datasets, this tool contributed to a deeper understanding of neural dynamics in experimental conditions, advancing research in neurobiology. -
Youth Day Ambassador | LisbonJornada Mundial Da Juventude Lisboa 2023 | World Youth Day Lisbon 2023 Jul 2023 - Aug 2023Lisboa, PortugalServed as a Youth Ambassador for World Youth Day in Portugal, representing and engaging with international participants to foster cross-cultural dialogue and spiritual unity. Facilitated event communications, supported organisational initiatives, and contributed to an inclusive, enriching experience for attendees from diverse backgrounds. This role enhanced my interpersonal skills, cultural awareness, and adaptability, fostering personal growth and a deeper understanding of collaborative leadership and community building. -
Eeg Signal Analysis And Granger Causality Software | Ibimed, University Of AveiroUniversidade De Aveiro Sep 2022 - Jun 2023Aveiro, PortugalDuring this project, I developed a Matlab-based software for EEG signal analysis, focusing on the application of Granger causality to model brain activity. The software employed advanced signal processing techniques to extract features such as signal energy and applied bidirectional Granger causality between electrodes, offering valuable insights into neural interactions. An intuitive Graphical User Interface (GUI) was incorporated, ensuring accessibility for non-programming users, thereby enhancing the usability and accuracy of EEG data analysis in both clinical and research settings.
Bruno Sousa Education Details
Frequently Asked Questions about Bruno Sousa
What company does Bruno Sousa work for?
Bruno Sousa works for Fundação Casa Hermes
What is Bruno Sousa's role at the current company?
Bruno Sousa's current role is AI Research Engineer at i3N || Biomedical Engineering Master's Student at University of Aveiro || Magma Studio Ambassador || Skope Museum Ambassador || ADT Northern Representative & Mentor.
What schools did Bruno Sousa attend?
Bruno Sousa attended Universidade De Aveiro, Faculty Of Mathematics, Physics And Informatics, Comenius University, Universidade De Aveiro.
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Bruno Sousa
Head Of Digital Transformation Consulting | Energy & Utilities Account Executive | Capgemini PortugalCascais -
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Bruno Sousa
Loyalty And Engagement @ Oracle | Sales & Marketing | Retail | F&B | Sports & Entertainment | Top 30 Under 40 Loyalty WinnerPorto2oracle.com, gmail.com
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