- Conducting experiment design, data processing, model building, and data analysis for research "The memory clinic - A deep learning approach for scalable early detection of Mild Cognitive Impairment(MCI)"

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- Using reinforcement learning techniques to create a chatbot that adapts to the preferences and behaviors of individual users.
- Designing a user interface including a embodied conversational agent, a adaptive task system that can be adjusted by both users and the analyst.

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- Researched the state-of-the-art and domain applications of interactive machine learning and wrote reports as a result.
- Conducted an in-depth survey and interviews with domain experts about the user behavior associated with machine learning.

- Designed and developed a mobile application for personal health management from scratch.
- Conducted data collecting, processing and quantitative analysis of varied researches related to Health-Related Quality of Life (HRQoL).

EMECARE provides an one-stop health management solution to our users.

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- Synthesized academic collaborators' research findings with user profiles to develop conceptual designs.
- Constructed a clickable prototype of the mobile application.

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XODELAB is a design x AI crossover agency. The mission is to break the boundaries of disciplinary knowledge and to realize collaborative AI for design decision making.

- Designed various types of interior spaces for Carnival Cruise Ship, including cinemas, restaurants, cafes, retail shops and a casino.
- Designed exterior activity spaces on Carnival Cruise Ship.

- Utilized programming expertise to assist designers in creating programs that automate the generation and adjustment of design results.
- Managed computer aided design (CAD), parametric modeling, 3D printing, CNC machinery, and other digital fabrications.

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- Completed a master's thesis evaluating machine learning-based hand gesture generating models through real-time user-agent interaction.
- Developed an embodied conversational agent that uses rule-based gestures in real-time while interacting with the user.
- Worked on a research project on 'A deep-learning approach to recognize two-person interaction based on a skeleton-structured dataset'.
- Incorporated a musical scale into a multimodal password system to reduce the difficulty of remembering passwords while increasing their security.

- Researched and developed a virtual agent based on affective computing theories related to a virtual health coach that assists elderly people in maintaining regular physical activity levels.
- Utilized Unity3D to create a virtual and augmented reality game to teach amateurs music composition.
- Developed a site displaying accidents data analysis and visualization for RER-B, a major metro line in Paris.
- Collaborated with Pompidou Center to build an immersive VR space based on Mondrian's De Stijl Painting.

- Designed a sailboat and a motor yacht as master projects.
- Responsible primarily for 3D modeling, interior design, rendering, and graphic design.

- Specialized in computer-aided design, parametric design, and urban data visualization.
- Good at architectural history and building typology.