My Portfolio

Tag:
ai

AI-driven Human Motion Analysis

Using Artificial Intelligence (AI) to fully automate the annotation process involved in Laban analysis by training and testing different machine learning algorithms on existing video datasets of human motion.
ar

AR in Engineering Education

Design a location-based Augumented Reality (AR) learning system and investigate the impact of student learning performance, workload in an AR environment.
healthcare

Healthcare

Explore how nurse experience, patient risk influence the patterns of documenting electronic medical records (EMR) in an intensive care unit (ICU).
chatbot

Chatbot Design

Develop AI TigerAware Chatbot using serverless architecture involved Google Assistant, Dialogflow, Firebase, and Dashboard to build customized conversational surveys.
atunda

Atunda

Dance classification, 3D model generation using AI to copyright dance moves.

medical

Medical Imaging Process

Process Dicom data and generate masks for training using UNet algorithms.

About Me

Wenbin Guo is a Postdoc Associate at University of Florida. He collaborates with an interdisciplinary team from Digital Worlds Institute, the Center of Arts in Medicine, and the Center for the Arts, Migration, and Entrepreneurship to automate analysis and annotation of human motion using artificial intelligence. He builds and runs deep learning algorithms on existing human datasets of video and skeletal sequences. He received his Ph.D. in Industrial Engineering along with a Master of Computer Science at the University of Missouri. As an independent researcher, much of his focus has been on AR/VR, human-computer interaction, healthcare, and machine learning. He developed an advanced location-based augmented reality learning environment. He was motivated to improve personnel performance in the healthcare system. He also developed a serverless conversational survey platform AI chatbot helping non-technical persons to build and deploy customized surveys using conversations.

Technical Skills

Python (numpy, pandas)

95%

Machine Learning (Tensorflow, Keras, PyTorch, Scikit-learn, Detectron2, MediaPipe)

90%

Statistical Analysis (ANOVA, Mann–Whitney U test)

95%

Data Visualization (Seaborn)

90%

VR/AR (HoloLens, Unity)

95%

Web Design (AWS, Linux, ReactJS, Bootstrap)

90%

Contact Me

wenbin@digitalworlds.ufl.edu

Gainesville, Florida

352-294-2019