Jan 2025 – Sep 2025 · 8 mos

Nov 2023 – Dec 2024 · 1 yr 1 mo

• Worked with reputable Australian university and medical research group to research and develop deep learning models to analyze acute stroke and predict proper treatment methods using clinical information and medical images.
• Designed and implemented ML pipelines to automate MLOps.
• Performed data and features visualization and analysis on medical images.

Oct 2020 – Feb 2023 · 2 yrs 4 mos · Hong Kong SAR

• Developed an NLP ensemble deep learning model for a Taiwan hospital to help doctors to identify high risk patients with 85%+ testing accuracy. Implemented MLOps for the hospital to operate and improve the model using Azure Machine Learning Service and Azure DevOps.
• Designed and implemented events and blob files multi-cloud data center replication for an e- commerce fraud prevention company in Israel using Kafka technology stack on Azure and AWS.
• Hosted discovery workshops and executed large scale concurrent application performance tests for a leading insurance company on Azure.
• Worked as a consultant to develop a SME social platform on Azure for a leading commercial bank.

Oct 2018 – Aug 2020 · 1 yr 10 mos

• Worked with the solution architect and consultants to deliver a Cantonese chatbot for a global insurance company using Azure NLP technologies.
• Developed a high-performance registration system on Azure that achieved 3 million+ transactions per minute for an online shopping mall.

Dec 2017 – Aug 2019 · 1 yr 8 mos

• Hosted chatbot and cloud fundamental workshops at City University of Hong Kong
• Hosted machine learning workshop to the finalists of Chun Wo Student Innovation Award
• Nominated to the Microsoft Student Partner Asia Summit in Taiwan and only 8 out of 30 student partners were selected
• Learned cutting-edge technologies and pitching skills through workshops

Aug 2018 – Oct 2018 · 2 mos

• Participate in design and development of the back-end platform based on Node.js
• Build systems which are highly scalable and have the ability to expand quickly in the future
• Learn and explore new technologies and frameworks related to machine learning and computer vision which support the business growth

Jun 2018 – Jul 2018 · 1 mo

• Performed data augmentation
• Helped develop machine learning project
• Trained the machine learning model successfully and achieved >96% accuracy

May 2018 – Apr 2019 · 11 mos

• Co-founded a startup Tale AI - an A.I. coach for academic and professional presentations using NLP, computer vision and deep learning.

Jun 2017 – Aug 2017 · 2 mos · Hong Kong

• Developed a medical mobile application for doctors and launched to Android play store
• Developed a PHP online shopping website and more than 10,000 customers are using

Jul 2016 – Apr 2018 · 1 yr 9 mos · Hong Kong

• Empowered more than 1,000 students and teenagers to code
• Provided coding training workshops to primary school teachers