Example Codes

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Projects

Machine Vision CFU Colony Identification*

    • Trained a classifier to differentiate CFU colonies using machine learning

    • Software was implemented to reduce time on data analysis.

NCBI Article Natural Language Processing*

    • Automated literature search

    • Decreased time spent researching gene therapy targets and technology

Libraries

    biopython, datetime, docx, fnmatch, joblib, Keras, Matplotlib, networkx, NLTK, NumPy, OpenCV, os, pandas, pickle, pptx, SciPy, Selenium, scikit-learn, Theano, and xlrd

Server Tools

    Amazon Web Services (AWS), PuTTY, Git, FileZilla

Example Results

Sample Analyzed Well

*Proprietary bluebird bio software

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