Germany
Data-Science: • Build various image mining services (based on classification, object detection or similarity embeddings) • Build realtime services on mass data (by managing approximate k-nearest neighbors indices, optimizing model inferences and designing the IT architecture) • Visualize and explain data insights and model evaluations to stakeholders Data-Engineering: • Build ETL pipelines and deploy containerized services • Build tools and services for data evaluation and labeling • Build fully managed services based on Docker, GCP and Terraform • Analyse websites and build dynamic web crawlers Extras: • Security: As a "security champion" I am responsible to satisfy the security and governance restrictions of the concern to all our services. • Supervision: I supervise the work of students, interns and trainees. (IT-BI)
• Develop adaptive web components (for a11y) • Develop and maintain a developer space (prosperity4all.eu) • Supervise student projects and theses Responsive Media Experience Research Group (REMEX)
Assignment: Evaluation and implementation of algorithms for hand gesture recognition. • Record training data of 28 different hand gestures of eleven different subjects • Experimental feature engineering and dimension reduction for real-time applications • Setup a data pipeline for automated machine-learning and hyperparameter tuning • Evaluation of common machine-learning algorithms (kNN, SVM, trees, boosting, neural nets) • Comparison of required computational resources between models (memory and CPU) • Implementation and adaption of the best model (from Python to embedded C) User Technologies (CR-AEY3)
• Develop fullstack web applications for large comapnies (e.g. Mercedes-Benz, Nike Germany, ...)