Dustin Heeg

Dustin Heeg

Programmer Analyst Intern

Followers of Dustin Heeg61 followers
location of Dustin HeegMarshfield, Wisconsin, United States

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  • Timeline

  • About me

    Senior Software Engineer at PreventionGenetics

  • Education

    • University of Wisconsin-Eau Claire

      2006 - 2010
      Computer Science

      CS163 Introduction to Programming in C++CS185 Foundations of Computer ScienceCS245 Foundations of Object-Oriented ProgrammingCS250 Discrete Structures CS255 Computer AlgorithmsCS265 Data Structures CS345 Database SystemsCS352 Computer Organization CS330 Programming Languages CS355 Software Engineering I CS362 Operating Systems & Distributed ComputationCS485 Software Engineering IICS491 Data Mining

  • Experience

    • Marshfield Clinic

      May 2009 - Aug 2009
      Programmer Analyst Intern

      Duties included: Developing the main application for Security Health Plan's new file transfer system, updating code for existing applications.Developed speaking skills through presentations and meetings.Learned about working with a development team.Learned how to write efficient and error-free code through extensive code reviews.Gained knowledge of the software development cycle.Learned how to read existing code in order to understand and use it.Improved my C++ and Visual C++ skills. Show less

    • Marshfield Clinic Health System

      Aug 2010 - Apr 2024

      Worked on a data science team and developed predictive models using Python, scikit-learn, pandas, matplotlib, and seaborn. Developed a framework that all the models used for logging and storing results in the data warehouse. Was an administrator for the data science servers. Worked on the effort to migrate the data warehouse from IBM Netezza to Amazon Redshift. Developed ETL solutions on IBM Netezza and SQL using SQL, T-SQL, C#, and PowerShell. Helped redesign the ETL platform to reduce data latency from one day to two hours. Acted as a backup administrator for the data warehouse servers. Worked on the data warehouse team developing ETL solutions on IBM Netezza using SQL and C#.

      • Software Engineer Specialist

        Aug 2022 - Apr 2024
      • Programmer/Analyst Senior

        Jan 2015 - Aug 2022
      • Programmer/Analyst

        Aug 2010 - Jan 2015
    • PreventionGenetics

      Apr 2024 - now
      Senior Software Engineer
  • Licenses & Certifications

    • Introduction to Machine Learning in Production

      DeepLearning.AI
      Nov 2022
      View certificate certificate
    • Machine Learning Data Lifecycle in Production

      DeepLearning.AI
      Nov 2022
      View certificate certificate
    • Unsupervised Learning, Recommenders, Reinforcement Learning

      DeepLearning.AI, Stanford University
      Nov 2022
      View certificate certificate
    • Advanced Learning Algorithms

      DeepLearning.AI, Stanford University
      Oct 2022
      View certificate certificate
    • Supervised Machine Learning: Regression and Classification

      DeepLearning.AI, Stanford University
      Oct 2022
      View certificate certificate
    • Convolutional Neural Networks

      DeepLearning.AI
      Nov 2017
      View certificate certificate
    • Structuring Machine Learning Projects

      DeepLearning.AI
      Oct 2017
      View certificate certificate
    • Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

      DeepLearning.AI
      Sept 2017
      View certificate certificate
    • Neural Networks and Deep Learning

      DeepLearning.AI
      Sept 2017
      View certificate certificate
    • Machine Learning

      Stanford University
      Aug 2017
      View certificate certificate