Machine Learning / Deep Learning researcher

1/2019 – 3/2020

• Creating and optimizing preprocessing pipelines for document image analysis to perform OCR(Optical Character Recognition) on historical typewritten war documents.
• Training a Deep Learning model (semantic segmentation) to perform text binarization on degraded documents to improve the input for OCR engine.
• Writing CI/CD files for python packages to enforce strict code Testing, Format check and Type checking.
• Writing package documentation and deploying in GitLab pages.
• Creating and supervising data annotations creation for several Deep Learning models.

Deeplearning4j, Faltendes Neuronales Netzwerk (CNN), Keras, Maschinelles Lernen, Opencv, Tensorflow, Python