Vincent Oh
CS480 Final year Projects
Domain Specific Generative AI Models, Explainable AI (XAI), Reinforcement Learning, Edge Computing
Your favourite/ most memorable project
One of my favorite and most memorable projects involved working with a major healthcare cluster to leverage generative AI for automating administrative tasks for doctors and surgeons. This project focused on two key areas: ward discharge summarization and clinical session transcribing. By implementing advanced AI solutions, we were able to significantly reduce the time and effort required for these tasks, allowing healthcare professionals to focus more on patient care. The positive feedback from the medical staff, who appreciated the efficiency and accuracy of the AI-generated summaries and transcripts, was incredibly rewarding.
What you envision for your area(s) of interest and research etc
In my research, I envision leveraging generative AI and domain-specific models to drive significant improvements in public sector services, enhancing the quality of life for the general public. By harnessing the power of these advanced technologies, we can develop innovative solutions that streamline governmental processes, improve decision-making, and enhance citizen engagement. Generative AI can be utilized to create more personalized and efficient public services, from healthcare and education to transportation and public safety.
If you might have a favourite book/ quote/ movie/ musical/movie character /special talent.. please do share your favourite(s)! And let us know why it is your favourite!
My dream has always been to travel the world, experiencing new cultures and making memories in every corner of the globe. However, the constraints of physics, work, and family responsibilities often make this dream challenging to fulfill. If I could have any special power, I would choose the ability to teleport. This way, I could instantly be wherever my heart desires, balancing my responsibilities while sharing these incredible experiences with my loved ones. It would allow me to be present for the important moments, both at home and abroad, living out my dream with those who matter most to me. 😊
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