Julia Haag

PHD Student at Heidelberg Institute for Theoretical Studies (HITS)
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Contact Information
us****@****om
(386) 825-5501
Location
Heidelberg, Baden-Württemberg, Germany, DE
Languages
  • Deutsch Native or bilingual proficiency
  • Englisch Full professional proficiency
  • Griechisch Elementary proficiency

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Bio

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Credentials

  • AI for Medical Diagnosis
    Coursera
    Sep, 2020
    - Nov, 2024
  • Convolutional Neural Networks
    Coursera
    Jul, 2020
    - Nov, 2024
  • Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
    Coursera
    Jul, 2020
    - Nov, 2024
  • Neural Networks and Deep Learning
    Coursera
    Jul, 2020
    - Nov, 2024
  • Sequence Models
    Coursera
    Jul, 2020
    - Nov, 2024
  • Structuring Machine Learning Projects
    Coursera
    Jul, 2020
    - Nov, 2024

Experience

  • Heidelberg Institute for Theoretical Studies (HITS)
    • Germany
    • Research Services
    • 1 - 100 Employee
    • PHD Student
      • Mar 2022 - Present

    • Master-Student
      • May 2021 - Apr 2022

      I am currently writing my master's thesis in bioinformatics with the CME (Computational Molecular Evolution) group at HITS in Heidelberg.

    • Working Student
      • Dec 2020 - Apr 2021

      Working student with the CME group

  • ArtiMinds Robotics
    • Germany
    • Industrial Automation
    • 1 - 100 Employee
    • Software Engineer Intern
      • Oct 2019 - Mar 2020

      Development of a web-based analytics software suite for large-scale robotics data using JavaScript, Typescript, HTML, CSS and MariaDB. Data analysis of large-scale robotics data using Python, pandas and matplotlib. Development of a web-based analytics software suite for large-scale robotics data using JavaScript, Typescript, HTML, CSS and MariaDB. Data analysis of large-scale robotics data using Python, pandas and matplotlib.

  • on request
    • Software Development Consulting
      • Jul 2019 - Sep 2019

      Minor coding tasks using Python (detailed task descriptions and company on request). Minor coding tasks using Python (detailed task descriptions and company on request).

  • Karlsruhe Institute of Technology (KIT)
    • Germany
    • Higher Education
    • 700 & Above Employee
    • Bachelor Thesis
      • Jan 2019 - Jun 2019

      "Patient Tracking in Surgery: an Image-Guided Markerless Approach" With the Intelligent Process Automation and Robotics Lab (IPR) at KIT, I implemented a system for markerless patient movement tracking during cochlear implant surgeries. The approach uses only the images obtained by the microscopic camera used by the surgeon. I implemented the algorithm using Python 3.6 and the image processing frameworks OpenCV and scikit-image. It also includes a neural network for semantic image segmentation. Show less

Education

  • Karlsruher Institut für Technologie (KIT)
    Master of Science - MS, Informatik
    2019 - 2022
  • Karlsruher Institut für Technologie (KIT)
    Bachelor of Science - BS, Informatik
    2016 - 2019
  • Robert-Gerwig-Gymnasium Hausach
    Abitur, Allgemeinbildend, 1.3
    2007 - 2015

Community

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