Caleb Hallinan
PhD Student at Johns Hopkins Biomedical Engineering- Claim this Profile
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Bio
Experience
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Johns Hopkins Biomedical Engineering
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United States
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Higher Education
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1 - 100 Employee
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PhD Student
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Aug 2023 - Present
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Boston Children's Hospital
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United States
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Hospitals and Health Care
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700 & Above Employee
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Research Assistant II
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Sep 2021 - Jun 2023
- Develop a feature selection algorithm to discover novel subtypes in gene, protein, and image data - Investigate live cell images from breast cancer stem cells using machine learning and image analysis techniques - Employ deep-learning algorithms for cell segmentation and feature extraction - Manage Linux servers, order materials, and present recent research papers to fellow lab mates - Develop a feature selection algorithm to discover novel subtypes in gene, protein, and image data - Investigate live cell images from breast cancer stem cells using machine learning and image analysis techniques - Employ deep-learning algorithms for cell segmentation and feature extraction - Manage Linux servers, order materials, and present recent research papers to fellow lab mates
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Focused Ultrasound Foundation
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United States
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Biotechnology Research
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1 - 100 Employee
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Research Assistant
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Sep 2020 - Sep 2021
- Performed statistical analysis on flow cytometry data to deduce the effect of focused ultrasound on mice tumors - Transformed, analyzed, and visualized brain tumor data to distinguish normal brain matter from tumor tissue - Developed R and Python files to read in data and implement machine learning techniques - Transferred R-version of the package ‘randnet’ to Python - Performed statistical analysis on flow cytometry data to deduce the effect of focused ultrasound on mice tumors - Transformed, analyzed, and visualized brain tumor data to distinguish normal brain matter from tumor tissue - Developed R and Python files to read in data and implement machine learning techniques - Transferred R-version of the package ‘randnet’ to Python
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University of Virginia
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United States
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Higher Education
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700 & Above Employee
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Teaching Assistant
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Sep 2019 - May 2021
TA for Chemistry Lab (September 2019 - December 2019) and Regression Analysis (January 2020 - May 2021) - Supervised 24 students in weekly labs, designed presentations, graded assignments, and held office hours - Oversaw 80 students while aiding in their understanding of regression in a SAS, project-based course - Held office hours, graded assignments, and answered specific questions during class TA for Chemistry Lab (September 2019 - December 2019) and Regression Analysis (January 2020 - May 2021) - Supervised 24 students in weekly labs, designed presentations, graded assignments, and held office hours - Oversaw 80 students while aiding in their understanding of regression in a SAS, project-based course - Held office hours, graded assignments, and answered specific questions during class
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Backcountry Ski and Sport
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Blacksburg, Virginia, United States
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Retail Salesworker
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May 2019 - Jan 2020
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Education
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University of Virginia
Bachelor's degree, Biology/Biological Sciences, Statistics -
Johns Hopkins Biomedical Engineering
Doctor of Philosophy - PhD, Bioengineering and Biomedical Engineering