Xiaoyu Chen
Melbourne,SA
Summary
Biomedical engineer with a passion for harnessing the power of data science to drive impactful solutions across diverse industries. Experience in image processing with a Master's thesis focused on developing innovative techniques for speech emotion recognition. Demonstrated ability to adapt data science methodologies to various domains such as sentiment analysis and tabular data forecasting, showcasing versatility and a strong analytical mindset. Equipped with a robust foundation in engineering management and principles and a keen interest in exploring the intersections of technology and data-driven decision-making
Overview
4
4
years of professional experience
Work History
Data Science Intern
Aurizn
11.2023 - 04.2024
- Conducting research into machine learning methods
- Analysing and visualising data to generate insights for sales forecasting
- Identifying limitations and challenges and choosing appropriate machine learning methods to enhance decision-making processes
- Choosing relevant features based on market research/analysis and preparing data sets for training, validation, and testing of machine learning models
- Designing, implementing and training machine learning models
- Collaborating within a multi-disciplinary team to develop practical software solutions.
- Implemented data visualization techniques to effectively communicate insights to stakeholders.
- Presented findings and recommendations to senior leadership, influencing strategic decision-making processes.
Engineering Officer
Nukon SAGE Group
02.2023 - 12.2023
- Conducted research to identify and evaluate new technologies and concepts.
- Executing commissioning plans for EV panels
- Factory testing with panel technician for quality assurance
- Troubleshooting technical issues and implementing effective solutions to optimize system performance
- Maintaining accurate documentation for each stage of the commissioning process.
- Delivered reliable products by rigorously adhering to industry standards throughout the design process.
Supervisor
Hello Harry The Burger Joint
02.2022 - 08.2023
- Maintained high productivity, managed inventory, and met monthly sales KPI
- Ensured consistent and positive customer service
- Oversaw daily operations of the department, ensuring smooth workflow and timely completion of tasks.
- Applied strong leadership talents and problem-solving skills to maintain team efficiency and organize workflows.
Placement
SAGE Group
08.2022 - 01.2023
- Research and development of an edge device with a new industrial-grade microcontroller, incorporating temperature and energy monitoring systems
- Used Python, Docker, Linux OS, Grafana, and PostgreSQL for software development
- Managed and delivered project milestones within budget
- Maintained accurate records of excavations, ensuring proper documentation for future reference and reporting purposes.
- Established strong working relationships across functional teams, promoting collaboration and open communication channels throughout the company.
- Identified and resolved critical issues during product development phases, ensuring timely project completion and customer satisfaction.
- Implemented rigorous quality control measures throughout all stages of the R&D process to maintain consistency in output.
- Conducted comprehensive research on industry trends and emerging technologies, informing the company''s strategic direction and product offerings.
- Developed innovative solutions for complex engineering problems, resulting in improved product quality and reduced manufacturing costs.
Research Placement
The University Of Adelaide
02.2020 - 12.2020
- Conducted an educational campaign on the effects of red meat consumption on potential advantages and disadvantages on cardiovascular health
- Demonstrated campaign effectiveness in bridging the gap between national guidelines and public knowledge
- Designed, planned, and executed research following high ethical and scientific standards
- Performed statistical, qualitative, and quantitative analysis.
- Participated actively in regular meetings with fellow researchers to discuss project updates, challenges faced, and lessons learned during ongoing activities.
- Monitored project timelines, ensuring timely completion of tasks while maintaining high-quality output.
- Reviewed documents and data to identify trends and patterns.
Education
Master of Biomedical Engineering -
Flinders University
Adelaide12.2023
Bachelor of Health and Medical Science -
University of Adelaide
Adelaide12.2020
Skills
- Data Science
- Docker
- Grafana
- Linux
- Machine Learning
- Microcontroller
- Natural Language Processing
- Postgresql
- Python
- Quality Assurance
- Statistical Analysis
- Image Processing
- Tabular Data Forecasting
- Gradient Boosting
- Sentiment Analysis
- Data Wrangling
Languages
English
Mandarin
Timeline
Data Science Intern
Aurizn
11.2023 - 04.2024
Engineering Officer
Nukon SAGE Group
02.2023 - 12.2023
Placement
SAGE Group
08.2022 - 01.2023
Supervisor
Hello Harry The Burger Joint
02.2022 - 08.2023
Research Placement
The University Of Adelaide
02.2020 - 12.2020
Master of Biomedical Engineering -
Flinders University
Bachelor of Health and Medical Science -
University of Adelaide
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