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 works as an Industrial Engineer in the AI/QI program within the Office of the Dean in the College of Medicine at the University of Florida (UF). His expertise lies in combining ISE methods with innovative AI tools to advance the science and practice of patient safety. Wenbin collaborates with teams to develop and implement new programs that focus on predicting and preventing adverse events and integrating systems in healthcare. He has also worked as a Postdoc Associate at UF and developed novel AI applications for biomedical image processing of micro-ultrasound images using UF HiPerGator. The AI model demonstrated reliable prostate segmentation performance measured by quantitative metrics. Additionally, he worked with an interdisciplinary team to automate human motion analysis and annotation (Laban) using AI through deep learning algorithms applied to existing datasets of human motion videos and skeletal sequences.

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.guo@ufl.edu

Gainesville, Florida

352-665-4352