Debeka and TH Koeln Fullstack Engineer tasks description

debeka-th-koeln-fullstack-engineer-tasks-description

Key Achievements:

TH Köln:

✅ Conducted research in Machine Learning and Deep Learning using Keras, Scikit-Learn, and TensorFlow 2 (2 months after release), leveraging own NVIDIA GPU with 8GB and Google Colab.

✅ Developed a Deep Learning Toolchain for DNN modeling and evaluation, including preprocessing, CNN modeling with custom layers, multi-architecture training, fine-tuning, evaluation and Deep Feature Extraction with SVM, achieving state-of-the-art performance.

✅ Deployed a neural network on a mobile device using TensorFlow Lite and Android Studio.

✅ Implemented image preprocessing with OpenCV, utilizing multiple color spaces, PCA, and ZCA.


Debeka:

✅ Worked on SaaS solutions in the InsurTech sector.

✅ Automated client workflows using Selenium

✅ Regression testing and parameter testing for Domain-Driven Design