Academic Projects

Biomedical Engineering Project: EduPace

Development of EduPace, a simulator integrating realistic ECGs, arrhythmias, and sensitivity settings for pacemaker configuration training.

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BSc Thesis

Design and Evaluation of an Active Vision System for Surgical Tool Recognition.

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EduPace

Educational pacemaker training simulator blending ECG software, realistic pacing scenarios, and a tactile control unit for nurses and students.

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BSc Thesis: Active Vision for Surgical Tool Recognition

Thesis project on designing and evaluating an active vision approach for recognizing surgical tools in dynamic and visually challenging operative scenes.

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Cognition & Computation

Course assignments showcasing computational models in cognitive science: memory simulations, language segmentation, decision-making models, and connectionist networks.

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Neural Computing Project: Food Classification CNN

End-to-end deep learning pipeline classifying 91 food categories from 67k images with a modernised AlexNet, focal loss, and cosine-annealed AdamW, plus a Gemini-powered food profile generator.

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Introduction to Reinforcement Learning

Course assignments covering bandit methods, dynamic programming, and model-free vs. model-based algorithms.

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Human–Agent Interaction

Dungeons & Dragons–style experiment probing how IVA modality (voice, lip-sync, gesture) impacts player immersion.

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Personal Projects

Swiss Hospital Insights (CH-IQI)

Dashboard comparing annual surgery cases across Switzerland's university hospitals using data from the Federal office of Public Health (FOPH).

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