Samuel D. Egbert
Data Scientist/Optical Machine Learning at Story Squad- Claim this Profile
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Bio
Experience
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Story Squad
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United States
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E-Learning Providers
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1 - 100 Employee
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Data Scientist/Optical Machine Learning
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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
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Private Math Tutor
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Dec 2019 - Present
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BloomTech
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United States
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E-learning
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200 - 300 Employee
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Data Scientist (Student)
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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
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Peek
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United States
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Travel Arrangements
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200 - 300 Employee
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Mid-Market Business Development Representative
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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
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Clearlink
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United States
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Advertising Services
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700 & Above Employee
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Sales Representative
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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.
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Sales Compliance Analyst
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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
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Vivint Solar
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United States
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Renewables & Environment
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700 & Above Employee
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Outside Sales Representative
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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).
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University of Utah
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United States
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Higher Education
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700 & Above Employee
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Undergraduate Researcher (Optogenetics)
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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).
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Bard Access Systems
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United States
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Medical Equipment Manufacturing
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1 - 100 Employee
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R&D Engineer Intern
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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.
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Education
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BloomTech
Data Science, Data Science -
University of Utah
Bachelor of Engineering - BE, Biomedical/Medical Engineering