๐ง Email: kalyijin600@gmai.com
๐ข National University of Singapore | ๐ Singapore | ๐ 07/2024 โ Present
- Supported research projects in digital health and behavioral science, focusing on intensive longitudinal data.
- Analyzed data from wearable sensors and smartphone technologies for the COBRA study (sub-cohort of SG100k).
- Developed personalized lifestyle interventions using spatial analysis and mobile apps.
๐ข Math & Health Technology Inc. | ๐ Shenzhen, China | ๐ 08/2022 โ 01/2024
- Led data analysis for imaging departments in 300+ regional hospitals (Jiangsu/Chongqing projects).
- Built label category systems and dashboards for health commissions using Python and knowledge graphs.
๐ข PingAn Medical & Healthcare | ๐ Shenzhen, China | ๐ 01/2022 โ 08/2022
- Designed health management product prototypes (10+ Axure mockups) and a user labeling system.
๐ข YiduCloud Inc. | ๐ Beijing, China | ๐ 06/2021 โ 09/2021
- Extracted health data from electronic records using Python and knowledge graphs.
- Structured SQL databases for medical data warehouses.
๐ฏ Joint Masterโs in Health Informatics
๐ Karolinska Institute | ๐ Solna, Sweden | ๐
09/2020 โ 06/2022
๐ฏ Bachelor of Medicine
๐ Soochow University | ๐ Suzhou, China | ๐
09/2014 โ 06/2019
๐ฏ Exchange Program
๐ National University of Singapore | ๐
01/2022 โ 04/2022
Programming: Python, SQL, SAS
Data Analysis: Wearable sensors, spatial analysis, knowledge graphs
Tools: Axure, UML, Dashboard visualization
- Developed a CNN model using MRI images to estimate brain aging (Masterโs Thesis).
- Tools: Python, Computer Vision, TensorFlow.
- Led a team to preprocess 3D brain images and built a CNN model (Finalist, 12th place).
- Created a prediction model with 13 attributes; visualized results via Dash.
๐ GitHub: https://github.com/Kaiyi-Jin | ๐ LinkedIn: www.linkedin.com/in/kaiyi-jin Last Updated: July 2024