It is with utmost enthusiasm that I endorse Nicole, a brilliant student and research collaborator with whom I have co-authored five papers in the fields of Explainable AI, Machine Learning and Human-Computer Interaction. Nicole's prowess in computer science, especially at the graduate degree program level, is truly exceptional. Her deep understanding of intricate data structures, algorithmic complexity analysis, and the intricacies of cutting-edge technologies such as deep learning and machine learning, including topics like convolutional neural networks (CNNs) and recurrent neural networks (RNNs), has been instrumental in our research achievements. Nicole's ability to navigate the intricacies of explainable AI models, coupled with her proficiency in HCI principles, has yielded very promising results in our collaborative endeavours. Beyond her remarkable technical expertise, Nicole possesses remarkable interpersonal and leadership skills, often taking the initiative in our research group and fostering an environment of creativity and innovation. Her clear communication, adaptability, and exceptional problem-solving capabilities have consistently driven our projects to success. Nicole's dedication to academic excellence and her commitment to pushing the boundaries of knowledge in computer science make her a highly promising talent in the field. I am confident that Nicole will continue to be an invaluable asset to any institution or organisation she becomes a part of. I wish Nicole the very best for her future.

It is with utmost enthusiasm that I endorse Nicole, a brilliant student and research collaborator with whom I have co-authored five papers in the fields of Explainable AI, Machine Learning and Human-Computer Interaction. Nicole's prowess in computer science, especially at the graduate degree program level, is truly exceptional. Her deep understanding of intricate data structures, algorithmic complexity analysis, and the intricacies of cutting-edge technologies such as deep learning and machine learning, including topics like convolutional neural networks (CNNs) and recurrent neural networks (RNNs), has been instrumental in our research achievements. Nicole's ability to navigate the intricacies of explainable AI models, coupled with her proficiency in HCI principles, has yielded very promising results in our collaborative endeavours. Beyond her remarkable technical expertise, Nicole possesses remarkable interpersonal and leadership skills, often taking the initiative in our research group and fostering an environment of creativity and innovation. Her clear communication, adaptability, and exceptional problem-solving capabilities have consistently driven our projects to success. Nicole's dedication to academic excellence and her commitment to pushing the boundaries of knowledge in computer science make her a highly promising talent in the field. I am confident that Nicole will continue to be an invaluable asset to any institution or organisation she becomes a part of. I wish Nicole the very best for her future.

It is with utmost enthusiasm that I endorse Nicole, a brilliant student and research collaborator with whom I have co-authored five papers in the fields of Explainable AI, Machine Learning and Human-Computer Interaction. Nicole's prowess in computer science, especially at the graduate degree program level, is truly exceptional. Her deep understanding of intricate data structures, algorithmic complexity analysis, and the intricacies of cutting-edge technologies such as deep learning and machine learning, including topics like convolutional neural networks (CNNs) and recurrent neural networks (RNNs), has been instrumental in our research achievements. Nicole's ability to navigate the intricacies of explainable AI models, coupled with her proficiency in HCI principles, has yielded very promising results in our collaborative endeavours. Beyond her remarkable technical expertise, Nicole possesses remarkable interpersonal and leadership skills, often taking the initiative in our research group and fostering an environment of creativity and innovation. Her clear communication, adaptability, and exceptional problem-solving capabilities have consistently driven our projects to success. Nicole's dedication to academic excellence and her commitment to pushing the boundaries of knowledge in computer science make her a highly promising talent in the field. I am confident that Nicole will continue to be an invaluable asset to any institution or organisation she becomes a part of. I wish Nicole the very best for her future.