Associate ProfessorSunil Aryal
(He/his/him)
Associate Professor
Faculty of Science Engineering and Built Environment/School of Information Technology
Orcid identifier0000-0002-6639-6824 (opens in a new tab)
- Associate ProfessorFaculty of Science Engineering and Built Environment/School of Information Technology
- +61 3 924 45615 (Work)
- Melbourne Burwood Campus, 221 Burwood Highway, Burwood, Victoria 3125
TEACHING EXPERTISE
Databases, Data Analytics and Machine Learning, Programming, System Analysis and Design, Software Engineering, Project Management, Business Information Systems, IT Placement, Research & Development in IT, Professional Skills in IT, Capstone Projects, and Coursework Research.
TEACHING ACTIVITIES
- UNIT TAUGHTSIT103 Data and Information Management
- UNIT TAUGHTSIT223 Professional Practice in IT
- UNIT TAUGHTSIT306 IT Internship
- UNIT TAUGHTSIT740 Research & Development in IT
- UNIT TAUGHTSIT790 Major Thesis
- UNIT TAUGHTSIT750 Mastery of IT
- UNIT TAUGHTSIT720 Machine Learning
- UNIT TAUGHTSIT772 Database and Information Retrieval
- CURRENT DOCTORAL SUPERVISIONCuring the Deadly Triad: Achieving Convergence in off-Policy Deep Reinforcement Learning
- CURRENT DOCTORAL SUPERVISIONAdvancing Machinery Fault Detection from Passive Monitoring to Autonomous Agency
- CURRENT DOCTORAL SUPERVISIONEnhancing Adaptability of Machine Learning Models Against Out-of-Distribution Data
- CURRENT DOCTORAL SUPERVISIONData Quality Through the Lens of the Loss Landscape
- CURRENT DOCTORAL SUPERVISIONLeveraging Federated Learning for Personalized Recommendation Systems at the Edge
- CURRENT DOCTORAL SUPERVISIONPride in Precision, Prejudice in Prediction: Bias and Stereotyping in Recommendation Systems
- CURRENT DOCTORAL SUPERVISIONIntelligent Table Tennis Match Analysis: Automated Insights Extraction through Machine Learning and Computer Vision
- CURRENT DOCTORAL SUPERVISIONAn Agentic artificial intelligence framework for Agricultural Technologies
- CURRENT DOCTORAL SUPERVISIONAdvancing Spatiotemporal Precipitation Prediction and Monitoring using Multi-Satellite Data Integration with Deep Learning Approaches
- CURRENT MASTERS SUPERVISIONAnomaly Detection on Hyperspectral Images
- CURRENT MASTERS SUPERVISIONEnhancing the Security of Voice Authentication Systems via Real-World Adversarial Testing
- COMPLETED DOCTORAL SUPERVISIONDeveloping New Image Features for Scene Image Classification
- COMPLETED DOCTORAL SUPERVISIONSuper-Resolution of Conventional and Emerging Videos Using Deep Learning
- COMPLETED DOCTORAL SUPERVISIONAdvancing Autonomous Cybersecurity With Deep Reinforcement Learning: Offensive and Hierarchical Defence Agents
- COMPLETED DOCTORAL SUPERVISIONDesigning Scalable and Interpretable Vision-Language-Speech Systems for Generalized Multimodal Reasoning
- COMPLETED DOCTORAL SUPERVISIONEffective Approaches for Machine Learning From Incomplete Heterogeneous Tabular Data
- COMPLETED MASTERS SUPERVISIONAudio Profiling Through Privacy-Preserving Deep Learning