Baoyue Zhang
Perth,WA
Overview
1
1
year of professional experience
Work History
Data Engineer
Fuwai Hospital
07.2021 - 08.2022
- Developed a machine learning model in Python (using libraries Pandas, NumPy, Scikit-Learn) for medical data analysis, focusing on mortality rate prediction with high accuracy.
- Utilized techniques such as feature selection and model interpretability (e.g., SHAP values, feature importance) to elucidate key predictors of patient outcomes.
- Designed a user interface with Python (Flask) and front-end technologies (HTML, CSS, JavaScript) to display model insights for medical staff, enhancing data accessibility and decision-making support.
- Streamlined data processing pipelines, optimizing model performance and ensuring robust data analysis. Improving efficiency and accuracy in data handling and analysis.
- Participated in cross-functional teams to integrate machine learning insights into broader healthcare IT systems, contributing to the development of comprehensive software solutions.
Education
Master's - Information Technology
University of Western Australia
Perth, WA06.2025
Bachelor's - Biomedical Engineering
Northeastern University
Shenyang, China06.2021
Skills
- Languages: C, Python, Java
- Web Development: Flask, HTML, CSS, JavaScript
- IoT Development: Raspberry Pi
- Database: SQL
- Version Control: Git
- Programming Concepts: Object-Oriented Programming (OOP), Data Structures, Algorithms
- Testing: JUnit
- UI Design: Responsive Web Design
Projects
Water Drinking Reminder Bot (IoT and Full Stack Development)
- Engineered an IoT-based water drinking reminder system using Raspberry Pi, combining hardware and software for an interactive user experience.
- Developed a full-stack web application using Flask, HTML, CSS, and JavaScript to dynamically display water consumption data.
- Managed SQL database for accurate data storage and retrieval, ensuring efficient data management.
- Utilized Git for version control, maintaining code integrity and facilitating team collaboration.
2048 Game (Java & OOP)
- Designed and developed a Java-based version of the 2048 game, demonstrating a deep understanding of Object-Oriented Programming principles and GUI design.
- Implemented JUnit for unit testing, ensuring game functionality and reliability.
- Employed advanced OOP concepts for a scalable and maintainable game architecture.
- Managed project version control using Git, ensuring organized and efficient code development.
CPU Scheduling Simulator
- Developed 'myscheduler' using C, a program to simulate process scheduling in a single-CPU, multi-device system.
- Gained comprehensive understanding of process concepts, skillfully managing file reading and data structures like arrays and linked lists.
- Demonstrated expertise in algorithm implementation and system-level programming, deepening knowledge of CPU scheduling mechanics.
Timeline
Data Engineer
Fuwai Hospital
07.2021 - 08.2022
Master's - Information Technology
University of Western Australia
Bachelor's - Biomedical Engineering
Northeastern University
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