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Valon Nushi

@valonnushi

I build AI-supported radiographic methods for forensic dental age estimation and medico-legal identification.

Portugal
Message

What I'm looking for

I'm looking to contribute forensic odontology, radiographic image analysis, and AI-based age-estimation research within multidisciplinary, international medico-legal teams, while supporting DVI activities, scientific communication, and capacity building.

I'm pursuing a PhD in Forensic Dental Medicine at the University of Lisbon, where I research forensic age estimation through machine learning using radiographic datasets, image annotation, and convolutional neural networks.

As a Research Contributor on FORENSEMED's AIDENTIFYAGE Project, I support large radiographic dataset construction, preprocessing, annotation, and AI model-performance assessment for relevant image patterns. I've contributed to peer-reviewed work on VGG16 models, orthopantomography analysis, dental data labeling, age assessment, and cranio-mandibular radiologic parameters, while participating in DVI processes, training, and scientific dissemination.

Alongside forensic research, I managed education and youth-development programmes for UNICEF in Sierra Leone and Kosovo, building partnerships and technology capacity for teachers and youth mentors. I bring experience communicating across international, multidisciplinary environments as a scientific presenter and keynote speaker.

Experience

Work history, roles, and key accomplishments

FO

Research Contributor - AIDENTIFYAGE Project

FORENSEMED

Contributes to forensic dental age-estimation research and the application of artificial intelligence in forensic odontology, including dataset construction, image preprocessing, annotation, and AI model performance assessment.

Education

Degrees, certifications, and relevant coursework

University of Lisbon logoUL

University of Lisbon

Doctor of Philosophy, Forensic Dental Medicine

2023 -

PhD candidate in Forensic Dental Medicine, focusing on forensic age estimation using machine learning.

Tech stack

Software and tools used professionally

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