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Patent-Pending Inventor, MIT & Brown Presenter, Author, Reviewer
Elizabeth B.

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About Elizabeth

Bio

Dear Students,

I specialize in helping motivated high school and undergraduate students achieve research milestones that transform their academic careers. My goal is to guide you through designing compelling research projects, preparing professional presentations for national conferences, navigating the publication process, and developing innovations that could lead to patents or recognition. Whether you're writing your first research paper or aiming to present at prestigious conferences,...

Dear Students,

I specialize in helping motivated high school and undergraduate students achieve research milestones that transform their academic careers. My goal is to guide you through designing compelling research projects, preparing professional presentations for national conferences, navigating the publication process, and developing innovations that could lead to patents or recognition. Whether you're writing your first research paper or aiming to present at prestigious conferences, I provide personalized mentorship to help you reach these achievements.

As a bioengineering researcher at the University of Louisville, I have walked this entire journey myself. My work has been recognized at national conferences including MIT, Brown University, and the American Headache Society's 67th Annual Meeting. I have earned the University's Exemplary Undergraduate Research Award, have an innovation disclosure for a glioblastoma prediction model, and a pending patent as sole inventor of a machine learning tool for Alzheimer's disease risk scoring. My research has led to publication in the Journal of Student Research with another paper under review at PLOS ONE.

My tutoring approach is results-oriented and based on proven experience. Having gone from my first student paper to national conferences, patents, and innovation disclosures, I understand exactly what it takes to succeed at each stage. I believe every motivated student can contribute meaningful research to their field, and I'm passionate about helping you transform your ideas into recognized scientific contributions that open doors to graduate programs, scholarships, and career opportunities.

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Education

University of Lousiville
Bioengineering

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Approved Subjects

Biostatistics

Biostatistics

I conduct independent research projects that rely heavily on biostatistics. My migraine prediction models, which used statistical analysis of clinical and environmental data, were presented at MIT, Brown University, and the American Headache Society’s National Meeting. I also created a glioblastoma biomarker model that earned an innovation disclosure, as well as a patent-pending Alzheimer’s risk prediction tool applying biostatistical methods to single-cell datasets. These experiences show how I use biostatistics to solve real problems, and I enjoy helping students apply these same tools in their own work.
Essay Writing

Essay Writing

I have published multiple academic works, including a literature review on pancreatic cancer in the Journal of Student Research and a manuscript under review at PLOS ONE. My essays and research papers have also been presented at national conferences at MIT and Brown University. With a perfect 36 on ACT English and a 760 on SAT Evidence-Based Reading and Writing, I combine strong test-based writing skills with proven publication experience. I help students craft essays that are clear, persuasive, and ready for academic or competitive settings.
Machine Learning/ AI

Machine Learning/ AI

I build machine learning systems in Python with a focus on health applications. My migraine project compared Random Forest, Gradient Boosting, XGBoost, a neural network, and an SVM; the final model was presented at MIT, Brown University, and the American Headache Society’s National Meeting. I also created a glioblastoma biomarker prediction system that earned an innovation disclosure, and a second project on Alzheimer’s led to a patent application. My experience runs from algorithm design to interpretability, and I enjoy showing students how to use AI for meaningful problems.
Neuroscience

Neuroscience

I focus on applying machine learning to neurological and brain-adjacent problems. My independent migraine projects, presented at MIT, Brown, and the American Headache Society, used computational models to predict headache onset. I also developed a glioblastoma biomarker model that earned an innovation disclosure, and a patent-pending Alzheimer’s system that applies ML to single-cell data. This combination of neuroscience coursework and hands-on research gives me a unique perspective on how brain science and computation connect, and I enjoy helping students explore both.
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Hourly Rate: $40
Contact Elizabeth