Maryam Matin

I carried out my master thesis project and conducted an extensive qualitative and quantitative analysis of two approximate-Bayesian methods and a non-Bayesian method for casting and quantification of uncertainty in deep learning models in the context of image classification tasks.

I carried out a Research and Development Project as a part of my master's degree in cooperation with Deutsche Telekom AG. The focus of the project was to apply Machine Learning techniques on network traffic for improving QoS and enhancing an existing prototype.

-Business data analysis and visualization and creating business intelligence models. -Service integration and validation -Product enablement and distribution (for Vodafone GmbH)

-Testing, Analysis and Quality assurance of applications and services in the Service Integration and Optimization department of -Deutsche Telekom AG. -Test-case generation, test execution and defect report -Working on projects such as MyWallet App, Online Manager App, Inflight Hotspot Services, Hotspot Suite and Telekom Widget.

Robotics, Machine learning, Neural Networks and Deep Learning, Computer Vision, Multi-agent Systems.