Samuel D. Egbert

Data Scientist/Optical Machine Learning at Story Squad
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Contact Information
us****@****om
(386) 825-5501
Location
Salt Lake City Metropolitan Area

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Experience

    • United States
    • E-Learning Providers
    • 1 - 100 Employee
    • Data Scientist/Optical Machine Learning
      • Jun 2022 - Present

      ● Illuminated issue of “blind” tuning of Tesseract OCR Model: ● Resulted in changing how effort on the project is spent ● Sourced and cleaned new and novel sources of data to be fed into the Tesseract Model ● Maintained and continued to improve visual tools in Jupyter notebooks ● Wrote detailed pull requests and made meaningful merges to our main branch on the GitHub Repository ● Currently trying to find ways to reduce the character error rate of Tesseract ● Illuminated issue of “blind” tuning of Tesseract OCR Model: ● Resulted in changing how effort on the project is spent ● Sourced and cleaned new and novel sources of data to be fed into the Tesseract Model ● Maintained and continued to improve visual tools in Jupyter notebooks ● Wrote detailed pull requests and made meaningful merges to our main branch on the GitHub Repository ● Currently trying to find ways to reduce the character error rate of Tesseract

    • Private Math Tutor
      • Dec 2019 - Present

    • United States
    • E-learning
    • 200 - 300 Employee
    • Data Scientist (Student)
      • Oct 2020 - Aug 2022

      ● Deployed the following in a breast cancer Kaggle competition: - Exploratory Data Analysis (31 clinical attributes and 331 genetic columns) - Data Wrangling (Leakage in particular needs to be treated with care in this dataset) - Visual EDA - Outperformed mean absolute error (MAE)baseline by as much as 50% with XGBoost, Random Forest Classifier -Tuned machine learning models (deep learning Keras neural networks. Tune network depth, node code, and activation functions) ● Developed an air quality Flask app to display air quality metrics around the United States ● Currently working with a team of data scientists and software developers to create a functional tool for the organization, Human Rights First - This collaborative environment uses Git and Github within an AGILE software development framework - Show less

    • United States
    • Travel Arrangements
    • 200 - 300 Employee
    • Mid-Market Business Development Representative
      • Apr 2019 - Nov 2019

      ● Doubled the monthly quota of 20 held meeting in just 2 weeks (38 holds) ● Gained valuable experience in Salesforce and Outreach. ● Often had the highest cold call activity metrics on the BDR team ● Adapted to changes within a start-up tech company ● Doubled the monthly quota of 20 held meeting in just 2 weeks (38 holds) ● Gained valuable experience in Salesforce and Outreach. ● Often had the highest cold call activity metrics on the BDR team ● Adapted to changes within a start-up tech company

    • United States
    • Advertising Services
    • 700 & Above Employee
    • Sales Representative
      • Jun 2017 - Mar 2019

      ● Finished as #1 sales representative for 6 weeks in a row.● Doubled, and often tripled sales numbers beyond the quota.● Consistant, reliable, and high energy top performer in the top 20% of the inside sales force.● Developed sales techniques that better serviced our customers. These techniques were emulated, subsequently revolutionizing the sales process.

    • Sales Compliance Analyst
      • Jun 2018 - Feb 2019

      ● Cross trained to coach residential and B2B sales representatives to reach sales quotas.● Increased productivity of struggling agents by ~50%● Improved sales compliance 14% by creating awareness and understanding in our sales process.● Increased performance by understanding what drives each individual sales representative, translating that drive into performance goals (metrics), and by developing action plans to reach these metrics.● Raised morale by being positive, fun, and empathetic. Show less

    • United States
    • Renewables & Environment
    • 700 & Above Employee
    • Outside Sales Representative
      • Dec 2016 - Jun 2017

      ● Managed sales territory, generated and closed leads, met quotas, and learned sales fundamentals. ●Developed a passion for sales audiobooks ("SPIN Selling" by Neil Rackham, and "Sales EQ" by Jeb Blount, are a few of my favorites). ● Managed sales territory, generated and closed leads, met quotas, and learned sales fundamentals. ●Developed a passion for sales audiobooks ("SPIN Selling" by Neil Rackham, and "Sales EQ" by Jeb Blount, are a few of my favorites).

    • United States
    • Higher Education
    • 700 & Above Employee
    • Undergraduate Researcher (Optogenetics)
      • Apr 2015 - May 2016

      ● Maintained a laboratory notebook, analyzed and stored data, and communicated findings via various software suites, etc. ● Optogenetics: used genetically modified Hela cells to test the feasibility of a light activated heart pace maker (see Senior Thesis Document). ● Maintained a laboratory notebook, analyzed and stored data, and communicated findings via various software suites, etc. ● Optogenetics: used genetically modified Hela cells to test the feasibility of a light activated heart pace maker (see Senior Thesis Document).

    • United States
    • Medical Equipment Manufacturing
    • 1 - 100 Employee
    • R&D Engineer Intern
      • Feb 2013 - Nov 2013

      ●Obtained knowledge of the medical device industry by compiling and analyzing data, writing validation and verification reports, interacting with manufacturing personnel, and utilizing six sigma practices. ●Obtained knowledge of the medical device industry by compiling and analyzing data, writing validation and verification reports, interacting with manufacturing personnel, and utilizing six sigma practices.

Education

  • BloomTech
    Data Science, Data Science
    2020 - 2021
  • University of Utah
    Bachelor of Engineering - BE, Biomedical/Medical Engineering
    2012 - 2016

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