The University of Texas Health Science Center at Houston
January 2021 - April 2025
degree
Ph.D
major
Biomedical Engineering
Work Experience
D
Dr.Xiaoqian Jiangs lab
Graduate Research Assistant
Houston, TX, US
January 2021 - January 2021
company
Dr.Xiaoqian Jiangs lab
title
Graduate Research Assistant
overview
- 05/2025
- Specialized in development of deep learning models for maladaptive action recognition in stroke patient rehabilitation, utilizing RGB video data
- Expertise in clinical data management, ensuring accurate collection, annotation, and processing for machine learning applications
- Led a pioneering project utilizing GPT-4 with vision capabilities to analyze exercise movements, enabling the AI to encode and evaluate key joint movements and angle ranges
- Collaborative work with clinicians to integrate research with practical healthcare solutions, enhancing patient outcomes. Actively developing mobile app for TX stroke patients
- Experience in diverse clinical research areas including ECG, bioinformatics, and advancements in explainable and privacy-centric AI
- Active engagement in grant writing, project leadership, and cross-disciplinary communication, demonstrating comprehensive research skills
G
Guangdong Zhihui Tech
Research Scientist Internship
Guangdong, CN
May 2020 - December 2020
D
Dr.Qingpeng Zhangs lab
Graduate Research Assistant
Hong Kong, HK
July 2019 - May 2020
Skills
AlgorithmsAmazon RedshiftAmazon Web ServicesAnnotationsApache HTTP ServerArtificial IntelligenceBig DataBioinformaticsBiomedical EngineeringBiomedical SciencesClinical Data ManagementClinical Data RepositoryClinical ResearchClinical WorksCommunication SkillsComputer ProgrammingCuriosityDatabasesData MiningData ScienceData VisualizationDeep LearningDesign of ExperimentsEncodingsFood ScienceForecasting SkillsGitGithubGPTHealth CareHealth InformaticsHealth SciencesInformation TechnologyInnovationJanusKnowledge of ElectrocardiographyLinuxMachine LearningMATLABMicrosoft ExcelMobile Application SoftwareMobile Device ManagementMySQLNLTK (NLP Analysis)Node.JsNutrition and DieteticsPassionatePostgreSQLProject ManagementPrompt EngineeringPython (Programming Language)PytorchRehabilitationsResearch SkillsSAS (Software)Signal ProcessingSpacySPSS (Software)Team WorkingTechnical SupportTeleMedicineTensorflowWriting of Grant Proposals