Data Engineer (EL 1)

• May 2023 - Present

Post-doc Research Associate/Affiliate

• Jan 2018 - May 2023

Develop and apply novel AI and data science methods to solve real business problems for numerous projects with multiple industry partners. Design and develop deep learning-based predictive models for large-scale wireless communication systems in Australia employing distributed Federated Learning and big data. Lead a team composed of nine members to develop and deploy a high-accuracy ECG signal classification system to detect cardiovascular diseases for the industrial partner by using… Show more Develop and apply novel AI and data science methods to solve real business problems for numerous projects with multiple industry partners. Design and develop deep learning-based predictive models for large-scale wireless communication systems in Australia employing distributed Federated Learning and big data. Lead a team composed of nine members to develop and deploy a high-accuracy ECG signal classification system to detect cardiovascular diseases for the industrial partner by using machine learning to improve the mislabeling of the ECG signals. Develop novel data-driven signal processing algorithms for wireless communication systems. Show less Develop and apply novel AI and data science methods to solve real business problems for numerous projects with multiple industry partners. Design and develop deep learning-based predictive models for large-scale wireless communication systems in Australia employing distributed Federated Learning and big data. Lead a team composed of nine members to develop and deploy a high-accuracy ECG signal classification system to detect cardiovascular diseases for the industrial partner by using… Show more Develop and apply novel AI and data science methods to solve real business problems for numerous projects with multiple industry partners. Design and develop deep learning-based predictive models for large-scale wireless communication systems in Australia employing distributed Federated Learning and big data. Lead a team composed of nine members to develop and deploy a high-accuracy ECG signal classification system to detect cardiovascular diseases for the industrial partner by using machine learning to improve the mislabeling of the ECG signals. Develop novel data-driven signal processing algorithms for wireless communication systems. Show less

Postdoctoral Research Fellow

• Apr 2016 - Jan 2018

Research into the use of machine learning and data mining techniques to channel code reverse engineering problem based on noisy input soft-decision data (only). Developed efficient algorithm to blindly recover the channel codes based on machine learning techniques and signal processing techniques. Research into the use of machine learning and data mining techniques to channel code reverse engineering problem based on noisy input soft-decision data (only). Developed efficient algorithm to blindly recover the channel codes based on machine learning techniques and signal processing techniques.

Research Student

• Nov 2013 - Feb 2016

To explore, study, and create new technologies in wireless communication networks with my ability of independent thinking, spirit of collaboration and management skills. To explore, study, and create new technologies in wireless communication networks with my ability of independent thinking, spirit of collaboration and management skills.