cv

PhD Candidate AI in Radiology

Amsterdam University Medical Centers

Implementing segmentation and prediction models for pancreatic ductal adenocarcinoma and colorectal cancer.

• Serving as a visiting researcher at Verona Pancreas Institute, Oslo University Hospital, and New York University Langone Health for the validation of prediction and segmentation models.
• Supervising and guiding 16 Master's students.
• Closely collaborating with radiologists and surgeons on development and implementation of clinically relevant AI tools.

Teaching Assistant

Utrecht University

Supervising and grading students during lab sessions for the lecture 'Machine Learning for Human Vision and Language'.

• Teaching students how to analyze data in R.

Research Assistant Neuropsychology

Utrecht University

Exploring and understanding data collected from an ongoing research project in neuropsychology.

• Working with serious VR games used to train important cognitive functions of pediatric patients with traumatic brain injuries.
• Visualizing, interpreting, and presenting the collected data to colleagues in Neuropsychology using state-of-the-art data science tools.

Student Ambassador

Utrecht University

Representing the university at recruiting and introduction events.

• Answering candidates' questions and guiding them through the application process.
• Student commissioner on a selection committee tasked with hiring a new assistant professor.

Product Developer

Insiders Technologies

Developing and maintaining chatbots in close relationship with individual customers.

• Working on back-end intent classification and entity extraction using Python.
• Developing a front-end chatbot-configuration interface using HTML, CSS, JavaScript and the vue.js framework.

PhD

University of Amsterdam

Artificial Intelligence

MSc

Utrecht University

Artificial Intelligence

• Machine Learning for Human Vision and Language
• Multi-Agent Learning
• Natural Language Processing
• Neurocognition of Memory and Attention
• Social and Affective Neuroscience

Foreign Student

National Taiwan University

Mandarin Chinese

• Advanced-level Mandarin Chinese

Foreign Student

National Taiwan University

Mandarin Chinese

• Beginner-level Mandarin Chinese

BSc

University of Heidelberg

Computer Science

• Machine Learning
• Artificial Intelligence
• Project Management
• Linear Algebra
• Analysis
• Mathematical Logic
• Microeconomics
• Game Theory

High School

Wilhelm-Roepke Wirtschaftsgymnasium

Abitur

• Mathematics
• Financial Management
• Economics
• Business

High School

Lycée Jacques Prévert

Seconde

• French
• Théâtre et Expression Dramatique
• Anglais
• Allemand
• Science de la Vie et de la Terre
• Physique-Chimie

Prized by German Mathematical Society

German Mathematical Society

Recognized for outstanding performance in mathematics during Abitur.

Certificate for outstanding overall grade point achievement in academic year

Wilhelm-Roepke Wirtschaftsgymnasium

Recognized for outstanding overall performance during Abitur.

Artificial intelligence for assessment of vascular involvement and tumor resectability on CT in patients with pancreatic cancer

European Radiology Experimental

Development of a model using CT images to accurately assess vascular involvement and tumor resectability in patients with pancreatic ductal adenocarcinoma.

Radiomics preoperative-Fistula Risk Score (RAD-FRS) for pancreatoduodenectomy: development and external validation

BJS Open

Development and external validation of a pre-operative radiomics-based fistula risk score for pancreatoduodenectomy, which demonstrated similar predictive performance compared to existing intra-operative fistula risk scores.

Improving the Reliability of Medical Diagnostic Models through Rule-Based Decision Deferral

Proceedings of the Inaugural 2023 Summer Symposium Series 2023

Proposed a rule-based decision deferral framework to enhance the reliability of medical diagnostic models by identifying and deferring uncertain predictions to human experts.