Bruno Sousa Email & Phone Number

Aveiro, Portugal

As 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.

Aveiro, Portugal

As 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.

Aveiro, Portugal

As 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.

Aveiro, Portugal

As 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.

Aveiro, Portugal

Selected 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.

Aveiro, Portugal

During 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.

Aveiro, Portugal

During 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.

Aveiro, Portugal

As 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.

Aveiro, Portugal

During 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.

Lisboa, Portugal

During 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.

Lisboa, Portugal

Served 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.

Aveiro, Portugal

During 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.

Master'S Degree, Biomedical/Medical Engineering, 18

Activities and Societies: Hackathons; Surf; Running Currently pursuing a Master's in Biomedical Engineering with a focus on advanced.

Blended Intensive Programme, Biophysics And Bioengineering, 19

Activities and Societies: Laboratory sessions on particle accelerators and medical research labs focus on their medical technology.

Licenciatura, Biomedical/Medical Engineering, 15,4

Activities and Societies: Hackathons; Surf; Running During my degree, I gained a solid foundation in biomedical engineering, focusing.