CV

Education

• Ph.D. in Computer Science, Leibniz University Hannover, 08/2022 - present
• M.S. in Intelligent Systems, Bielefeld University, 04/2020 - 04/2022
• B.Eng. in Computer Engineering, Bielefeld University of Applied Sciences, 09/2016 - 01/2020

Work experience

• 06/2020 - 04/2022: Research Assistant
  • Center for Applied Data Science in Gütersloh (CfADS) - Germany
  • Duties included: Machine Learning, Robotik
  • Supervisor: Prof. Dr.-Ing. Wolfram Schenck
• 08/2019 - 01/2020: Intern
  • Miele & Cie. KG in Gütersloh - Germany
  • Duties included: Artificial Intelligence, Data Science
  • Supervisor: Dr. rer. nat. Felix Reinhart
• 01/2019 - 07/2019: Working Student
  • Center for Applied Data Science in Gütersloh (CfADS) - Germany
  • Duties included: Machine Learning, Computer Vision
  • Supervisor: Prof. Dr.-Ing. Wolfram Schenck
• 12/2017 - 12/2018: Working Student
  • Ceres Vision GmbH in Bielefeld - Germany
  • Duties included: Computer Vision

Publications

Open Set Task Augmentation Facilitates Generalization of Deep Neural Networks Trained on Small Data Sets

Wadhah Zai El Amri, Felix Reinhart, Wolfram Schenck (2022). "Open Set Task Augmentation Facilitates Generalization of Deep Neural Networks Trained on Small Data Sets." Neural Computing and Applications, 34, 6067–6083.

Transfer Learning with Jukebox for Music Source Separation

Wadhah Zai El Amri, Oliver Tautz, Helge Ritter, Andrew Melnik (2022). "Transfer Learning with Jukebox for Music Source Separation." Part of the IFIP Advances in Information and Communication Technology book series (IFIPAICT,volume 647).

Hierarchical Decentralized Deep Reinforcement Learning Architecture for a Simulated Four-Legged Agent

Wadhah Zai El Amri, Luca Hermes, Malte Schilling (2022). "Hierarchical Decentralized Deep Reinforcement Learning Architecture for a Simulated Four-Legged Agent." arXiv:2210.08003.

A Review of the Role of Causality in Developing Trustworthy AI Systems

Niloy Ganguly, Dren Fazlija, Maryam Badar, Marco Fisichella, Sandipan Sikdar, Johanna Schrader, Jonas Wallat, Koustav Rudra, Manolis Koubarakis, Gourab K. Patro, Wadhah Zai El Amri, and Wolfgang Nejdl (2023). "A Review of the Role of Causality in Developing Trustworthy AI Systems." arXiv:2302.06975.

Optimizing BioTac Simulation for Realistic Tactile Perception

Wadhah Zai El Amri, Nicolás Navarro-Guerrero (2024). "Optimizing BioTac Simulation for Realistic Tactile Perception." arXiv:2404.10425.

Teaching experience

• Sommer Semester 2024: Teachers Assistant in the course Human-Robot Interaction at the Leibniz University Hannover.
• Sommer Semester 2024: Teachers Assistant in the course Foundations of Information Retrieval at the Leibniz University Hannover.
• Sommer Semester 2023: Teachers Assistant in the course Foundations of Information Retrieval at the Leibniz University Hannover.

Skills

• Polyglot
  • Arabic
  • English
  • French
  • German
  • Learning Spanish
• Programming Languages: Python, C++, C, Assembler, Java, C#
• ML Frameworks: Keras, TensorFlow, PyTorch, RLlib
• Tools: ROS, MoveIt, MuJoCo, PyBullet, Gazebo, Isaac Gym

Hobbies

• Travelling
• Astronomy
• Running
• Bikeing