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Living the Infinite Monkey Theorem
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Living the Infinite Monkey Theorem

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alexdhill/README.md

Alex D. Hill

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Personal statement

I am a PhD candidate in the Daniel Kim Lab at UC Santa Cruz, in the Biomolecular Engineering and Bioinformatics program. Im am interested in the areas of transcriptomics/epitranscriptomics and cancer biology. I presently work with cell-free RNA sequencing data to identify traces of cancer from a patient's blood, to work towards the creation of a powerful, sensitive diagnostic tool. Some of my work includes:

  • The development of the CRATE pipeline for rapid repeat-aware RNA-seq data quantification
    • Development of helper toolkit available for install as R package
  • Analysis of repeat elements and novel isoforms in blood plasma of Barrett's esophagus + esophageal cancer patients with associated first-author preprint

Academic background

I recieved a Bachelors of Science in Quantitative Biology with a minor in Statistics from the University of Southern California. I have both academic and research experience in molecular biology (genomics/transcriptomics, cloning, and CRISPR-based editing), machine learning (clustering with PCA*/tSNE, classification with logistic regression, random forests, and scalable vector machines), and applied statistics (data science/hypothesis testing, and estimator evaluation).


Contact me where appropriate: Personal Requests - Academic Inquiries - USC Alumni Network

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  1. CREATE CREATE Public

    Comprehensive REpetitive and Transposable Element sequencing pipeline

    Nextflow 1 1

  2. novel_cfRNA novel_cfRNA Public

    Analysis and manuscript for publication

    TeX

  3. alexdhill.com alexdhill.com Public

    Pet project in web development

    TypeScript 1