Teaching and Supervision
Teaching Experience:
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Lecturer and Course Director for Deep Learning (CS764), School of Computer Science, The University of Auckland, New Zealand.
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Lecturer and Course Coordinator for Generalising AI (CS703), School of Computer Science, The University of Auckland, New Zealand.
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Lecturer for Algorithms for Massive Data (CS753), School of Computer Science, The University of Auckland, New Zealand.
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Lecturer for Machine Learning for Decision Making Support in Public Sector High-Stakes Problems, Department of Systems Engineering and Computer Science, University of Los Andes, Colombia (Summer School course - delivered online).
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Tutor for Data Mining and Machine Learning (CS760), School of Computer Science, The University of Auckland, New Zealand.
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Tutor for Artificial Intelligence (CS367), School of Computer Science, The University of Auckland, New Zealand.
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Tutor for Computer Science Fundamentals (CS107), School of Computer Science, The University of Auckland.
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Lecturer for IT in Organizations, Department of Systems Engineering and Computing Sciences, University of Los Andes, Colombia.
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Lecturer for Algorithms and Object-Oriented Programming, Department of Systems Engineering and Computing Sciences, University of Los Andes, Colombia.
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Lecturer for Transactional Systems and Databases, Department of Systems Engineering and Computing Sciences, University of Los Andes, Colombia.
Supervision Experience:
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Current students: Y. Wang (PhD - Continual Machine Unlearning), Y. Suchen (PhD - Computational Humor in NLP), J. Ayling-Campbell (PhD - Continual Reinforcement Learning), K. Liu (PhD - Reinforcement Learning with Human Imitation), C. Cory (PhD - Scalable and Stable Graph Networks), C. Leng (Masters - Introduction of AI Capabilities), E. Luo (Masters - Data Governance on Snowflake)
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Past students: I. Kinigama (Honours - Adaptive Learning Rate in Continual Learning), D. Xu (Honours - Data Streams with Fingerprinting), S. Chaudary (Masters - LLMs in Enterprise Environments), A. Croot (Honours - Multimodal Continual Learning), S. Khanal (Masters - Continual Learning with Example Replay), C. Cory (Honours - Continual Learning with Example Replay), K. Knowles (Honours - Neuromodulation in Transformers)