Experience

Research, industry, and laboratory experience across biomedical AI and medical technology.

Biomedical AI Researcher (Medical Imaging & Vision-Language Models)

Erasmus MC · Rotterdam, Netherlands · Internship · Dec 2025 – present

Research on vision-language models for liver lesion diagnosis from multiphase MRI, including fine-tuning Gemma models and building reproducible ML pipelines and statistical analysis frameworks for clinical AI validation. This work formed my Master’s thesis, “Multiphase Liver MRI Classification with Vision-Language Models: From Benchmark Prompting to Interpretable Explanations”.

Presenting my Master's thesis at the University of Kragujevac

After the Master's defence at the University of Kragujevac

My printed Master's thesis, Kragujevac 2026

AI Developer

OFoundation · Utrecht, Netherlands · Internship · Apr 2025 – Jan 2026

Worked on projects at the intersection of AI and healthcare:

Programming AI systems, such as a self-driving robot, and service and robot management
Software implementation and development, and designing AI-driven applications for business use
Cloud-based solutions on Amazon Web Services (AWS) and automated workflows with n8n
Contributing to Vapi voice agent integration
Implementing speech transcription and diarization pipelines for internal projects

At my desk during my AI Developer internship at OFoundation

Team Lead / ML Engineer

CNTXT · Abu Dhabi, United Arab Emirates · Full-time · Apr 2024 – Mar 2025

Skills: Python, leadership.

Internship Trainee

Cadmium for Lab Equipment & Maintenance · Amman, Jordan · Internship · Jun 2023 – Aug 2023

Calibration training for Shimadzu instruments: HPLC, GC, atomic absorption spectrophotometer, IR, and UV
Installation and maintenance
Validation and regulation: preventive maintenance, performance quality, and installation quality

Training certificate from Cadmium for Lab Equipment & Maintenance, June to August 2023

Inside a Shimadzu instrument during maintenance

Laboratory Equipment Trainee

New Universal Lab · Amman, Jordan · Internship · Apr 2023 – Jun 2023

Training sessions on incubators, hematology analyzers, fully automated chemistry analyzers, and microbiology incubators, plus the basics of the related software.

Machine Learning Research

Jordan University of Science and Technology · Irbid, Jordan · Part-time, hybrid · Feb 2023 – Jun 2023

Digital image processing of brain tumor MRI images: filtering, segmentation, and feature selection and extraction
Machine learning (SVM and neural networks) to classify tumors as benign or malignant
Built an app platform that enhances the image, segments it, detects the tumor region, and classifies it from extracted features

Tools: MATLAB.