Mariam User
@mariamuser14
I build AI-driven biomedical imaging tools that improve clinical diagnostics.
LebanonWhat I'm looking for
I've developed biomedical engineering and AI solutions across Taanayel General Hospital, Elias Al-Hrawi General Hospital, and IEEE-published research. My YOLOv11 framework detected and classified 12 peripheral blood cell types with a mAP@0.5 of 0.934, supporting scalable clinical smear analysis.
I've improved equipment lifespan by 30% through preventive maintenance routines, supported calibration and compliance for hospital biomedical systems, and used Python and MATLAB for data analysis. I also tutor high school STEM students, helping more than 30 students achieve average grade improvements of 15%.
Experience
Work history, roles, and key accomplishments
High School Tutor
Community Center & Online
Jul 2021 - Present (5 years 2 months)
Provided paid and voluntary tutoring to high school students in STEM subjects, helping improve their academic performance through personalized lessons delivered both in-person and online. Tutored 30+ high school students over 4 years, leading to average grade improvements of 15%.
Education
Degrees, certifications, and relevant coursework
Lebanese International University
Master's in Electronics Engineering, Electronics Engineering
2023 - 2025
Conducted research and wrote a thesis on PBS dataset-object segmentation and production of medical data for enhanced analysis and diagnosis.
Lebanese International University
Bachelor's in Electronic Engineering, Electronic Engineering
2020 - 2023
Graduated with a focus on biomedical engineering principles, applying electronic engineering solutions to medical technologies.
Availability
Location
LebanonAuthorized to work in
Job categories
Skills
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