Caleb Hallinan Email and Phone Number
I am a Biomedical Engineering PhD Student at Johns Hopkins University currently working to understand how machine learning and live cell imaging can be better utilized to unravel phenotypic heterogeneity of cellular morphology/motility in normal and abnormal conditions. My expertise includes data analysis and interpretation, machine learning techniques, and development/implementation of computing research tools. I enjoy exploring new ideas and techniques to apply to my current research projects. A specific field I am interested in is machine learning to develop new and improved methodologies to analyze data, including deep learning and how this can impact the analysis of cellular morphodynamics.https://calebhallinan.github.io/
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Phd CandidateJohns Hopkins Biomedical EngineeringBaltimore, Md, Us
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Phd StudentJohns Hopkins Biomedical Engineering Aug 2023 - PresentBaltimore, Maryland, United States -
Research Assistant IiBoston Children'S Hospital Sep 2021 - Jun 2023Boston, Massachusetts, United States- 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 -
Research AssistantFocused Ultrasound Foundation Sep 2020 - Sep 2021Charlottesville, Virginia, United States- 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 -
Teaching AssistantUniversity Of Virginia Sep 2019 - May 2021Charlottesville, Virginia, United StatesTA 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 -
Retail SalesworkerBackcountry Ski And Sport May 2019 - Jan 2020Blacksburg, Virginia, United States
Caleb Hallinan Education Details
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Biology/Biological Sciences, Statistics
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Bioengineering And Biomedical Engineering
Frequently Asked Questions about Caleb Hallinan
What company does Caleb Hallinan work for?
Caleb Hallinan works for Johns Hopkins Biomedical Engineering
What is Caleb Hallinan's role at the current company?
Caleb Hallinan's current role is PHD Candidate.
What schools did Caleb Hallinan attend?
Caleb Hallinan attended University Of Virginia, Johns Hopkins Biomedical Engineering.
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Caleb Hallinan
Baltimore, Md
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