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Johns Hopkins Healthcare Data Scientist | Math & DS Tutor (7 Yrs)
Lin C.

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Hourly Rate: $100

About Lin


Bio

I hold a Master’s degree in Data Science from Johns Hopkins University and graduated with honors in Mathematics from the University of California, Irvine. I worked as a Data Scientist at Johns Hopkins Precision Medicine Center of Excellence for Neurocritical Care, where I led multiple projects applying machine learning, deep learning, statistics, and mathematics to healthcare research. Over the past two years, I published three research papers, including a recent publication in npj Digital...

I hold a Master’s degree in Data Science from Johns Hopkins University and graduated with honors in Mathematics from the University of California, Irvine. I worked as a Data Scientist at Johns Hopkins Precision Medicine Center of Excellence for Neurocritical Care, where I led multiple projects applying machine learning, deep learning, statistics, and mathematics to healthcare research. Over the past two years, I published three research papers, including a recent publication in npj Digital Medicine, a Nature-partnered journal, and presented award-winning research at the Neurocritical Care Society Annual Meeting.

I have over seven years of experience tutoring advanced mathematics, statistics, and data science topics, beginning with co-founding the Math Foundation Club during my undergraduate years. My tutoring spans middle school, high school, and college-level students. Subjects I teach include algebra, calculus, linear algebra, probability, statistics, optimization, Python, SQL, MATLAB, R, machine learning, and deep learning.

My tutoring approach focuses on building strong conceptual foundations and practical problem-solving skills. I tailor each session to the student’s background and goals, combining structured lessons with interactive exercises to ensure understanding. I have experience working both one-on-one and in small group settings, and I am passionate about helping students not only succeed academically but also gain confidence and curiosity in the subjects they study.


Education

University of California, Irvine
Mathematics, Specialization in Finance
Johns Hopkins University
Masters

Additional Languages

Mandarin Chinese
Yue Chinese (Cantonese)

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Approved Subjects

Data Science

Data Science

I earned my Master’s in Data Science from Johns Hopkins University and served as a Data Scientist at the Johns Hopkins Precision Medicine Center of Excellence. I have hands-on experience building data pipelines, engineering features, and developing machine learning and deep learning models for large, complex healthcare datasets. My work has led to multiple research publications, including in npj Digital Medicine. I tutor a full range of data science topics, helping students excel in their courses while mastering real-world skills in Python, data analysis, machine learning, and model deployment—grounded in strong mathematical foundations.
Machine Learning/ AI

Machine Learning/ AI

I specialize in machine learning and AI applications, with experience developing models for healthcare, natural language processing, and computer vision. At Johns Hopkins, I led projects applying supervised and unsupervised learning techniques to large clinical datasets, physiological waveforms, and medical imaging. My work has been published in top journals and presented at national conferences. I help students build a deep understanding of core algorithms and the math behind them—such as decision trees, ensemble methods, neural networks, and clustering—while also guiding them on how to apply these techniques to real-world problems using Python and modern ML frameworks.
Python
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Hourly Rate: $100
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