Biomedical Engineering student at Johns Hopkins University with 4 years of focused expertise in biomedical data analysis, encompassing EMG, ECG, and other kinds of physiological signals. Proficient in advanced data visualization and machine learning techniques, I have a proven track record of successful collaboration within interdisciplinary teams.Driven by a passion for driving advancements in medical device applications, I am eager to apply my analytical skills in roles that intersect data science and biomedical engineering. I am committed to leveraging technology to improve patient care and healthcare outcomes.
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Medical Data Scientist InternUmiuni.Com Mar 2024 - Jun 2024Fresno, California, United States- Engineered a healthcare AI assistant using Python, integrating large language models (LLM) with retrieval-augmented generation (RAG) to deliver precise, context-aware responses, ensuring more reliable support for healthcare inquiries- Built a dashboard with exploratory data analysis on 1.1K events to showcase the user behaviors using Google Analytics- Identified top 5 users per second-hand market by value to suggest the interviewees for focus group in SQL and Python- Recognized 15 patterns by pulling over 5k data through SQL and analyzing events using Python with visualizations -
Biomedical Data ScientistNational Yang Ming Chiao Tung University Jul 2021 - Jul 2022Taipei City, Taiwan- Performed time-series analysis on 5 subjects’ electromyography signals to predict the next joint torque through Python- Conducted exploratory data analysis on bioimpedance and in-body details on 10 subjects with visualization via Python- Applied OpenPose to enhance the image recognition in identifying knee and hip joints using TensorFlow in Python- Implemented U-Net neutral network on bio-data collected from 525 subjects to translate PPG signals to blood pressure -
Undergraduate Student ResearcherNational Yang Ming Chiao Tung University Sep 2019 - Jun 2022Taipei City, Taiwan
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Research AssistantTaipei Medical University Jun 2021 - Feb 2022Taipei City, Taiwan -
Biomedical Machine Learning InternCaduhammer Co., Ltd., Mar 2020 - Jun 2021Taipei, Taipei City, Taiwan Constructed data ingestion pipeline to collect 3-axis acceleration signals from 25 subjects with preprocessing in Python Achieved 92% accuracy and 97% recall in fall detection using CNN on data collected through smartwatches via Python
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Research AssistantNational Yang Ming University Feb 2018 - Oct 2018Taipei City, Taiwan
Yi Yang Education Details
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Biomedical/Medical Engineering -
Biomedical/Medical Engineering
Frequently Asked Questions about Yi Yang
What is Yi Yang's role at the current company?
Yi Yang's current role is Medical Data Scientist Intern | Biomedical Applications, Python.
What schools did Yi Yang attend?
Yi Yang attended The Johns Hopkins University, National Yang Ming Chiao Tung University.
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