Caden Franc

Machine Learning Engineer at Laborem Edge: Digital Marketing Agency
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Contact Information
us****@****om
(386) 825-5501
Location
Idaho Falls, Idaho, United States, US
Languages
  • Spanish Professional working proficiency
  • English Native or bilingual proficiency

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Credentials

  • Google Ads Search Certification
    Google
    Aug, 2022
    - Sep, 2024
  • Python for Data Science and Machine Learning Bootcamp
    Udemy
    Feb, 2022
    - Sep, 2024
  • Advanced SQL for Data Scientists
    LinkedIn
  • Advanced SQL for Query Tuning and Performance Optimization
    LinkedIn
  • Data Science on Google Cloud Platform: Designing Data Warehouses
    LinkedIn

Experience

  • Laborem Edge: Digital Marketing Agency
    • United States
    • Advertising Services
    • 1 - 100 Employee
    • Machine Learning Engineer
      • Aug 2022 - Present

    • Data Scientist
      • Jun 2022 - Aug 2022

  • Eagle Eye Produce
    • United States
    • Food and Beverage Manufacturing
    • 1 - 100 Employee
    • Data Engineer
      • Apr 2022 - Jun 2022

      • Designed and implemented an ETL pipeline to routinely integrate USDA and warehouse data into AWS Redshift for reporting and analysis • Leveraged the above workflow to democratize real-time information on crop pricing, shipment yield, and order status for consumers • Automated the creation of quarterly financial reports, resulting in improved accuracy, increased on-demand accessibility, and cost savings of ~ $4,000 per quarter • Designed and implemented an ETL pipeline to routinely integrate USDA and warehouse data into AWS Redshift for reporting and analysis • Leveraged the above workflow to democratize real-time information on crop pricing, shipment yield, and order status for consumers • Automated the creation of quarterly financial reports, resulting in improved accuracy, increased on-demand accessibility, and cost savings of ~ $4,000 per quarter

  • Brigham Young University - Idaho
    • United States
    • Higher Education
    • 700 & Above Employee
    • Reports and Systems Analyst
      • Jul 2021 - Apr 2022

      • Gathered and analyzed data from ~ 5,000,000 tickets using Python, RESTful APIs, and SQL Servers• Developed forecasting model to determine hourly call center staffing requirements, reducing MAPE by 78% and saving an estimated $60,000 yearly• Deployed model to a Heroku hosted Streamlit dashboard for use by workforce management• Maintained over 40 PowerBI dashboards, and hundreds of DAX measures• Redesigned hiring application pipeline, decreasing the time spent managing applications by 96% Show less

    • Teaching Assistant: Machine Learning and Data Mining
      • Sep 2021 - Dec 2021

      • Mentored students in the training and optimizing of 9 different Scikit-Learn and TensorFlow models• Developed and integrated an online supervised learning curriculum using Streamlit and Heroku

  • Sotheby's International Realty
    • United States
    • Real Estate
    • 300 - 400 Employee
    • Project Manager
      • Sep 2021 - Dec 2021

      • Managed mixed teams of 12 programmers responsible for both front and back-end development • Scraped realty listings with Python and Selenium and exposed data using Django and Heroku • Managed mixed teams of 12 programmers responsible for both front and back-end development • Scraped realty listings with Python and Selenium and exposed data using Django and Heroku

  • Melaleuca:The Wellness Company
    • Personal Care Product Manufacturing
    • 700 & Above Employee
    • Spanish Customer Service Representative
      • Jan 2020 - Jul 2021

Education

  • Brigham Young University - Idaho
    Bachelor of Science - BS, Computer Science
    2019 - 2022

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