Xinyi Zhang

Experience

• 

  Johnson & Johnson

  Jul 2014 - Aug 2014

  Summer Intern

  - Searched and read papers closely related to the lab project and made presentation in the seminar.Did the preparation work for capillary gel electrophoresis (CE).- Maintained Environment, Health, and Safety (EHS) of the lab.

• 

  Spectral AI

  Jan 2022 - Feb 2022

  Deep Learning Data Intern

  - Established a new pipeline to process 3D image data with Deep Learning techniques. - Helped with data labeling to improve image analysis models

• 

  Spectral AI

  Sept 2022 - now

  Deep Learning Data Scientist

  - Conducted research on deep learning medical image segmentation models and multimodal classification models, for disease of burn and diabetic foot ulcer.- Developed machine learning prediction models with Random Forest / XGBoost, along with dimension reduction techniques such as PCA, T-SNE, to gain insight to the dataset.- Took leading role in clinical and imaging data management work within the team.- Worked with regulatory documentations for predictive software DeepView AI®-Burn which gained UK Conformity Assessed (UKCA) authorization. Show less