Biomedical Engineer connecting Clinical Engineering, Medical Device Quality, and Healthcare Data
I am a Biomedical Engineering graduate from Işık University with documented internship experience in hospital clinical-engineering and X-ray technical-service environments in Egypt and Türkiye.
My work combines medical-equipment reliability, patient safety, quality systems, MATLAB development, biomedical signal processing, and responsible healthcare-data research.
- Building reproducible MATLAB portfolio projects from my academic and commissioned research work
- Strengthening clinical-engineering, field-service, and medical-device quality expertise
- Applying responsible data analysis and machine learning to healthcare research
- Seeking entry-level and early-career opportunities in clinical engineering, field service, medical-device quality, technical applications, and biomedical research
- Open to international relocation, subject to visa and work authorization
- Hospital equipment inspection, troubleshooting, preventive-maintenance support, and functional verification
- Exposure to ventilators, patient monitors, defibrillators, anesthesia equipment, infusion pumps, ultrasound systems, CT equipment, operating tables, and dental equipment
- X-ray and digital-radiography service workflows, including mobile X-ray and U-arm systems
- Patient safety, technical documentation, and communication with engineering and clinical teams
- ISO 13485:2016 Medical Device QMS Internal Auditor training
- Medical-device quality assurance and electrical-safety training
- QMS, auditing, CAPA, document control, risk assessment, FMEA, and HTA foundations
- Equipment reliability, traceable documentation, and responsible technical practice
- MATLAB programming and reproducible research workflows
- Biomedical signal processing: ECG, HRV, QRS detection, STFT, and wavelets
- Healthcare-data preparation, model evaluation, and leakage-aware experimental design
- Honest reporting of methodological limitations and verification status
| Project | What it demonstrates | Verification status |
|---|---|---|
| Early Sepsis Risk Detection | MATLAB, MIMIC-III Demo, patient-level validation, logistic regression, random forest, responsible clinical-ML documentation | Refactored; MATLAB execution and output review pending |
| QRS Detection Algorithm Comparison | Pan-Tompkins-style and wavelet QRS detection, annotation matching, evaluation, and visualization | Framework complete; benchmark execution pending |
| ECG & HRV Analysis Toolkit | ECG preprocessing, R-peak detection, time/frequency-domain HRV, Poincare analysis, and batch reporting | Static review complete; MATLAB tests pending |
| CNN-STFT Audio Denoising | Leakage-aware experimental design, STFT/ISTFT, CNN mask estimation, baselines, and signal-quality metrics | V2 static review complete; MATLAB execution and output review pending |
| ICU Mortality Modeling Prototype | 24-hour prediction design, patient-level separation, training-only preprocessing, interpretable baselines, and calibration | V2 static review complete; audited cohort execution pending |
These repositories are educational and research portfolio projects. They are not medical devices and must not be used for diagnosis, monitoring, treatment, alarms, or patient-care decisions.
Hospital-based biomedical engineering internship across ICU, CCU, emergency, operating-room, and imaging environments. Supported supervised inspection, troubleshooting, maintenance, and functional checks involving critical-care, imaging, and general hospital equipment.
Biomedical engineering internship focused on X-ray and digital-radiography systems, hospital service visits, technical fault investigation, calibration support, component replacement, equipment reassembly, service documentation, and spare-parts workflows.
- ISO 13485:2016 Medical Device QMS Internal Auditor Training — Işık University
- Medical Device Quality Assurance pathways — Fluke Biomedical
- Electrical-safety and medical-equipment test-system training — Fluke Biomedical
- Medical Device Quality Management and Auditing — Scilife Academy
- WHO HEARTS Technical Package — World Health Organization
- McKinsey.org Forward Program
- Healthcare data, FHIR, and Azure Health Data Services learning — Microsoft Learn
MATLAB Signal Processing Machine Learning Healthcare Data Clinical Engineering Medical Equipment Medical Device Quality ISO 13485 FMEA QMS Technical Documentation
- Arabic — Native
- English — Professional working proficiency
- Turkish — Basic and improving
- GitHub: @Aboubakr-Ibrahim
- Location: Istanbul, Türkiye
I welcome conversations about biomedical engineering, clinical equipment, medical-device quality, MATLAB, biomedical signals, healthcare data, research collaboration, and suitable professional opportunities.