- Bespoke CNN Architecture
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Engineered and fine-tuned Convolutional Neural Networks (CNNs) with custom architectures, optimised for identifying and classifying distinct animal behaviours accurately.
- Autonomous Behavioral Decoding
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Developed a Python-based application which analyses video and decodes animal behaviour automatically, thus reducing the need for human intervention.
- Empirical Neuroscience Assistance
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Produced practical technological solutions for Sahlgrenska University Hospital’s neuroscience laboratory, enhancing capability for data collection and facilitating novel insights into neurological conditions.