CV
Education
- Ph.D. in Computer Science (03/2019 - 06/2022)
- University of Sydney
- Thesis: Deep Learning for Time Series Forecasting
- BEng (Hons) in Electrical Engineering (07/2015 - 12/2018)
- University of Sydney
- Honours Class I and the University Medal
Research Experience
- 06/2022-ongoing: Postdoc and Adjunct Lecturer
- University of New South Wales
- Working on R&D projects in Urban Science.
- Supervising a master student in collaboration with University of California, Los Angeles.
- 11/2017-04/2018: Research Assistant
- University of New South Wales
- Developed and tested a hybrid circuit breaker controller in a DSP board with the RTDS simulation, under the supervision of Dr Georgios Konstantinou, Dr Harith R. Wickramasinghe
Skills
- Languages: (Proficient) Python; (Familiar) R, C, Java, MATLAB
- Packages: PyTorch, TensorFlow, Keras, Scikit-Learn, Pandas, Matplotlib, PySpark
- Tools: SQL, Tableau, Databricks, Spark, Git
- Cloud: Aure ML Studio, AWS, GCP AI Platform, HPC
- OS: Linux, Windows
Teaching
- Tutor of ‘ENGG1800 Introduction to Engineering Disciplines’, 2018.
- Tutor of ‘COMP5318 Machine Learning and Data Mining’, 2019.
- Tutor of ‘COMP5703: Information Technology Capstone Project’, 2019.
Awards
- Postgraduate Research Support Scheme – USYD, 2019 - 2021
- IEEE CIS Student Grant for IJCNN – IEEE CIS, 2020
- Data61 top-up scholarship – CSIRO, 2019 - 2022
- Research Training Program International Scholarship – USYD, 2019 - 2022
- NCACI Undergraduate Thesis Prize – Engineers Australia, 2019
- The Australian Industry Group Prize in Electrical Engineering – USYD, 2019
- Postgraduate High Honour Roll (Highest Mark in COMP5318) – USYD, 2018
- Dean’s List of Excellence in Academic Performance – USYD, 2017 and 2018
- The University Medal – USYD, 2018
- $1st$ Prize in the Undergraduate Student Project Competition – IEEE Aus, 2018
- Taste of Research Summer Scholarships – UNSW, 2017
Academic Service
- Journal Review: Pattern Recognition; Neural Networks; Expert Systems with Applications; International Journal of Electrical Power & Energy Systems; Sustainable Cities and Society; Energy Conversion and Management
- Conference Review: AAAI 2023; AAAI 2022; PAKDD 2022; ICONIP 2020; ICANN 2020; ICONIP 2019
- Membership: Engineers Australia Electrical Engineer; IEEE Student Member
Contact
Email: linyang1997@yahoo.com.au;