Yujia Hong
Medford
Summary
Brings a unique interdisciplinary background, holding a degree in Medical Experimental Technology from Peking University, a Master’s in Quality Assurance and Regulatory Affairs of Medical, and a Master's in Applied Mathematics from Northeastern University. My diverse academic training has provided a foundation in machine learning, statistical modeling, and data-driven decision-making, complemented in feature engineering, model evaluation, and algorithm optimization. proficient in Python, R, and MATLAB, applying these skills to real-world challenges in analytics.
- Profile Website: www.linkedin.com/in/yujia-hong
Overview
5
5
years of professional experience
Work History
Machine Learning and Statistical Analysis Intern
Dekel Lab in the Department of Psychiatry at MGH
02.2024 - 06.2024
- Performed ANOVA to identify significant differences in PCL-5 scores among different delivery modes, followed by residual analysis to check assumptions, and post-hoc comparisons to pinpoint specific group differences
- Identified the optimal factor structure for evaluating PCL-5 scores by applying exploratory factor analysis (EFA) to uncover underlying dimensions, followed by confirmatory factor analysis (CFA) to validate the model fit using indices RMSEA, CFI, and TLI
Medical Laboratory Technician
SHOUYAO HOLDINGS (BEIJING) CO., LTD
09.2019 - 08.2020
- Transfected groups of various deubiquitinating enzymes (DUBs) in gene KrasG12e expression and related cancer gene test kits, managed cellular biotechnologies operations, such as Primer design, PCR, Western Blot
- Created a machine learning pipeline in Python, processed amino acid variations data from large databases like Clinvar, and UniProt, applied algorithms, training the model to classify and predict disease lineage through amino acid site
Medical Laboratory Technician Intern
BEIJING JIALIN PHARMACEUTICAL INDUSTRY CO., LTD
05.2019 - 08.2019
- Performed research for Ezetimibe Tablets pharmaceutical product; conducted 5 controlled experiments with intra-batch and interbatch homogeneity of reference formulations of APIs, analyzing data using R Project
- Managed high performance liquid chromatograph and other basic laboratory tools, calculating chromelin chromatography data from Thermo Scientific Chromeleon Chromatography Data System software
Education
Master of Science - Applied Mathematics
NORTHEASTERN UNIVERSITY
Boston, MA12-2024
Master of Science - Medical Regulatory Affairs
NORTHEASTERN UNIVERSITY
Boston, MA06.2022
Bachelor of Science - Medical Experimental Technology
PEKING UNIVERSITY
06.2019
Skills
- Regulatory Affairs in Medical
- Biological Software Programming
- Protein Engineering
- Algorithms: Regression, Decision Trees, Deep Learning, etc
- Tools: R Project, Microsoft Excel Spreadsheet, Python, MATLAB, Oligo7, SPSS Statistic, etc
- Data Applications: Image classification, Time Series Forecasting, Lasso regression
Timeline
Machine Learning and Statistical Analysis Intern
Dekel Lab in the Department of Psychiatry at MGH
02.2024 - 06.2024
Medical Laboratory Technician
SHOUYAO HOLDINGS (BEIJING) CO., LTD
09.2019 - 08.2020
Medical Laboratory Technician Intern
BEIJING JIALIN PHARMACEUTICAL INDUSTRY CO., LTD
05.2019 - 08.2019
Master of Science - Applied Mathematics
NORTHEASTERN UNIVERSITY
Master of Science - Medical Regulatory Affairs
NORTHEASTERN UNIVERSITY
Bachelor of Science - Medical Experimental Technology
PEKING UNIVERSITY
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