Sarah Amouri

Master's degree in biomedical engineering and am currently pursuing graduate studies in Artificial Intelligence while working as a Research Assistant.

Background in Medicine and Clinical Research, with hands-on experience in data collection, documentation, and exploratory data analysis. Motivated, adaptable, and eager to apply technical and analytical skills to healthcare and research domains.

Research-Assistant - École de technologie supérieure (ÉTS) - Montreal

(2025-01)

• Assisted in the development and implementation of machine learning and AI models.
• Contributed to data preprocessing, model training, and evaluation tasks.
• Conducted literature reviews and supported academic writing and publishing.
• Collaborated with professor and PhD students on AI research projects.
• Gained hands-on experience with tools such as Python, TensorFlow/PyTorch, and relevant AI libraries.
• Acquisition of abdominal ultrasound images using an educational training mannequin.
• Training students in the use of the mannequin for ultrasound education.
• Preparation of protocols and monitoring documents for reference and continuous learning.
• Comparative analysis between a real-world dataset of renal images and data acquired from the training mannequin.

Clinical Research Agent - CHUM Research Centre (CRCHUM) - Montreal

(2021-01 - 2024-12)

• Recruited participants obtained informed consent, and assessed eligibility based on medical records.
• Planned and conducted study visits, performed data entry in eCRFs, and ensured protocol compliance.
• Maintained up-to-date regulatory documentation (eREG) and ensured proper archiving.
• Served as the main point of contact for monitoring visits and audits.
• Submission of research projects to the ethics committee for approval.
• Managed communication and follow-up with partner companies throughout the research process.
• Planned required visits and supported the execution of protocol-specific tests.

Resident-Anesthesiology and Critical Care - Hospital of Cardiology and Vascular Surgery (CNMS) - Algiers

(2016-01 - 2017-12)

• Prepared and managed anesthesia equipment and medications.
• Conducted preoperative patient assessments and risk evaluations.
• Monitored vital signs (BP, ECG, SpO₂, respiratory rate) during surgery.
• Assisted in intubation and venous access (peripheral and central).
• Worked in collaboration with surgical teams for optimal patient care.
• Managed postoperative pain relief and recovery monitoring.
• Maintained accurate anesthesia records and patient documentation.

Technical Specialization - Artificial Intelligence - College of Bois-de-Boulogne (2024-01 - 2026-12)

Agile Project Certification - McGill University (2024-01 - 2024-12)

Master's degree - Biomedical Engineering - École de Technologie Supérieure (ÉTS) (2021-01 - 2021-12)

Doctor of Medicine - Medicine - Faculty of Medicine (2016-01 - 2016-12)