cv

Basics

Name Elora Schoerverth
Label Applied AI Engineer
Summary Specializing in machine learning and document processing. Also passionate about medical ML and space.

Work

  • 2023.10 - Present
    Applied AI Engineer
    Workist
    • Collaborated on transitioning to a new token classification model, improving F1 score from 0.86 to 0.938 through fine-tuning and evaluation.
    • Experimented with models for object detection and document/email classification to optimize AI capabilities.
    • Enhanced machine learning monitoring pipelines to ensure reliability and performance.
    • Contributed to backend development, including bug fixes, improved post-processing, and customer-specific adjustments.
  • 2022.01 - 2023.03
    Student Research Assistant
    Fraunhofer HHI
    Worked on the SyReal project focusing on generative models for synthetic histopathological imaging.
    • Trained and evaluated diffusion models; developed interpretability methods for generative processes.
    • Contributed to XAI interface development for diffusion models in healthcare applications.
    • Leveraged tools like PyTorch, AWS SageMaker, and Python for experimentation and deployment.
  • 2020.10 - 2021.12
    Student Software Engineer
    Fraunhofer HHI
    Developed an assessment platform for evaluating machine learning models in healthcare.
    • Led the development of an ML model assessment platform integrated with ITU/WHO AI4H guidelines.
    • Improved evaluation efficiency and platform reliability.
    • Utilized technologies including Python, Docker, AWS, Django, and AngularJS.

Education

  • 2020.10 - 2023.03

    Berlin, Germany

    Master's
    Technical University Berlin
    Computer Science
    • Machine Intelligence
    • Cloud Computing
    • Advanced Algorithmics
    • Medical Image Processing
  • 2017.10 - 2020.09

    Berlin, Germany

    Bachelor's
    Technical University Berlin
    Computer Science & Media
    • Algorithms & Data Structures
    • Calculus and Linear Algebra
    • Complexity Theory
    • Computer Vision
    • Software Engineering

Skills

Programming Languages
Python
JavaScript
Bash
Data Science & Machine Learning
PyTorch
Transformers
NumPy
Pandas
Scikit-learn
Model Deployment & DevOps
Azure
AWS
Docker
Kubernetes
Git
CI/CD
Web Development
Django
React
Angular

Publications