Working on the mission of eliminating missed diagnosis via cutting-edge machine learning techniques.

Lecturer for the subject COMP90073 Security Analytics

Lecturer for the subject COMP90073 Security Analytics

Fake news detection: developed a fake news detection algorithm that differentiate between the propagation patterns of fake and real news on social media, and construct knowledge graph from news items for multi-modal detectionEvent detection: designed an algorithm that combined textual, statistical and image characteristics extracted from social media streams to detect real-world events

Taught and tutored the following subjects: Security Analytics, Statistical Machine Learning, Internet Technologies, Foundations of AlgorithmsSupervised eight under- and post-graduate students for their coursework, research and industry projects

Adversarial machine learning: investigate how malicious users either manipulate the training data in order to poison learning, e.g., increase the overall error rate; or craft the test data in order to cause the learner to produce an incorrect output.Collaborated with colleagues from the Defence Science and Technology Group, Monash, Deakin, and Swinburne Reviewed over 90 conference & journal papers over the recent five years, venues including AAAI, AISTATS, ICML, NeurIPS, IEEE… Show more Adversarial machine learning: investigate how malicious users either manipulate the training data in order to poison learning, e.g., increase the overall error rate; or craft the test data in order to cause the learner to produce an incorrect output.Collaborated with colleagues from the Defence Science and Technology Group, Monash, Deakin, and Swinburne Reviewed over 90 conference & journal papers over the recent five years, venues including AAAI, AISTATS, ICML, NeurIPS, IEEE JSAC, IEEE TIFS, IEEE TDSC, TWC (all ranked A/A*) Show less

Set up and maintained the company’s server and databaseOversaw and managed the development of web, Android and iOS platformsSupervised the recruitment and training of the development team

Worked closely with other developers to implement multiple modules in the health platform: AmalgaHoned skills in both backend and frontend web programming, including ASP.NET, C#, CSS, HTML, JavaScript, SharePointAttended seminars and workshops regularly to improve my technical skills