Curriculum Vitae
Publications
Mostafa M. Amin and Björn W. Schuller. "On Prompt Sensitivity of ChatGPT in Affective Computing" In: Proceedings of Affective Computing and Intelligent Interaction (ACII). Glasgow, Scotland: IEEE, 2024.
Mostafa M. Amin , Rui Mao, Erik Cambria, and Björn W. Schuller. "A Wide Evaluation of ChatGPT on Affective Computing Tasks" . In: IEEE Transactions on Affective Computing, 2024.
Mostafa M. Amin , Erik Cambria, and Björn W. Schuller. "Can ChatGPT's Responses Boost Traditional Natural Language Processing?" . In: IEEE Intelligent Systems, vol. 38, no. 5, 2023, pp. 5–11.
Mostafa M. Amin , Erik Cambria, and Björn W. Schuller. "Will Affective Computing Emerge from Foundation Models and General AI? A First Evaluation on ChatGPT" . In: IEEE Intelligent Systems, vol. 38, no. 2, 2023, pp. 15–23.
Mina Nessiem, Mostafa M. Amin , and Björn W. Schuller. "SMILENets: Audio Representation Learning via Neural Knowledge Distillation of Traditional Audio-Feature Extractors" . In: IEEE 8th International Conference on Frontiers of Signal Processing (ICFSP) . Corfu, Greece: IEEE, 2023, S. 32–37.
Mina A. Nessiem, Harry Coppock, Mostafa M. Mohamed , and Björn W. Schuller. "Artificial Intelligence in COVID-19" . In: "Omics Approaches and Technologies in COVID-19", 2022.
Mostafa M. Mohamed and Björn W. Schuller. "Normalise for Fairness: A Simple Normalisation Technique for Fairness in Regression Machine Learning Problems" . In: arXiv preprint arXiv:2202.00993, 2022.
Mostafa M. Mohamed , Mina A. Nessiem, Anton Batliner, Christian Bergler, Simone Hantke, Maximilian Schmitt, Alice Baird, Adria Mallol-Ragolta, Vincent Karas, Shahin Amiriparian and Björn W. Schuller. "Face mask recognition from audio: The MASC database and an overview on the mask challenge" . In: Pattern Recognition 122 (2022), S. 108361.
Hannah Bast, Matthias Hertel and Mostafa M. Mohamed . "Tokenization Repair in the Presence of Spelling Errors“ . In: Proceedings of the 25th Conference on Computational Natural Language Learning . Online: Association for Computational Linguistics, 2021, S. 279–289.
Mina A. Nessiem, Mostafa M. Mohamed , Harry Coppock, Alexander Gaskell and Björn W Schuller. "Detecting COVID-19 from Breathing and Coughing Sounds using Deep Neural Networks" . In: IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS) . Lisbon, Portugal: IEEE, 2021, S. 183–188. Best student paper award
Mostafa M. Mohamed and Björn W. Schuller. Concealnet: An End-to-End Neural Network for Packet Loss Concealment in Deep Speech Emotion Recognition . In: arXiv preprint arXiv:2005.07777, 2020.
Mostafa M. Mohamed and Björn W. Schuller. "I have vxxx bxx connexxxn!": Facing Packet Loss in Deep Speech Emotion Recognition . In: arXiv preprint arXiv:2005.07757, 2020.
Mostafa M. Mohamed , Mina A. Nessiem, and Björn W. Schuller. On Deep Speech Packet Loss Concealment: A Mini-survey . In: arXiv preprint arXiv:2005.07794, 2020.
Martin Raden, Syed M Ali, Omer S Alkhnbashi, Anke Busch, Fabrizio Costa, Jason A Davis, Florian Eggenhofer, Rick Gelhausen, Jens Georg, Steffen Heyne, et al. "Freiburg RNA tools: a central online resource for RNA-focused research and teaching" . In: Nucleic acids research 46.W1 (2018), W25–W29.
Martin Raden, Mostafa Mahmoud Mohamed , Syed Mohsin Ali and Rolf Backofen. "Interactive implementations of thermodynamics-based RNA structure and RNA–RNA interaction prediction approaches for example-driven teaching" . In: PLoS computational biology 14.8 (2018), e1006341.
Alexander Nutz, Daniel Dietsch, Mostafa Mahmoud Mohamed and Andreas Podelski. "Ultimate kojak with memory safety checks" . In: International Conference on Tools and Algorithms for the Construction and Analysis of Systems . Springer. 2015, S. 458–460.
Education
Ph.D. candidate , 2019--now, Chair of Embedded Intelligence for Health Care and Wellbeing, University of Augsburg, Augsburg, Germany.
M.Sc. degree in Computer Science, 2018, Alberts-Ludwig Universität Freiburg, Freiburg, Germany.
B.Sc. degree in Computer Science and Engineering, 2014, German University in Cairo (GUC), Cairo, Egypt.
Work Experience
SYNCPILOT : Senior Research Data Scientist, 2018 -- Now, Germany
University of Freiburg : HiWi Job, Summer 2016 - Autumn 2017, Freiburg, Germany
Freiburg RNA Tools : a tool that visualizes several RNA interaction algorithms for teaching purposes.
Google : Software Engineering Intern, Winter 2016, Paris, France
Facebook : Software Engineering Intern, Fall 2015, New York City, US
German University in Cairo : Junior Teaching Assistant, Spring 2014, Cairo, Egypt
Teaching computational number theory in the course " Advanced Data Structures and Algorithms ", slides: Lecture 1 and Lecture 2
Trustious : Research and Development Intern, Summer 2012, Cairo, Egypt
Competitive Programming
As Judge:
Chief Judge , Africa and Arab Collegiate Programming Contest (ACPC) 2018 and 2019, Sharm El-Sheikh, Egypt
Judge , ACPC 2014, 2017, 2022, 2023, Sharm El-Sheikh, Egypt
Chief Judge , Egyptian Collegiate Programming Contest (ECPC) 2017, Alexandria, Egypt
As Contestant:
World Finalist Team , International Collegiate Programming Contest (ICPC) World Finals 2014, Yekatrinburg, Russia
Regional Champion Team , ACM-ACPC 2013, Sharm El-Sheikh, Egypt
4th place Team, ACM-ACPC 2012, Amman, Jordan
Africa and Middle East Champion Team , ACM-ICPC World Finals 2012, Warsaw, Poland
Regional Champion Team , ACM-ACPC 2011, Beirut, Lebanon
National Champion Team, ACM-ECPC 2011, Alexandria, Egypt
Courses
Programming Languages and Technologies
Programming languages:
Python
C/C++
Java
HTML
Javascript
LaTeX
Shell, Bash
Technologies:
LangChain
Qdrant
Keras and Tensorflow (v1 and v2)
Hugging Face
NumPy
Pandas
SciPy
Scikit-learn
LightGBM
Librosa
Matplotlib
Seaborn
Google Charts
Docker, Docker-Compose
Kubernetes
Django
Celery
FastAPI
Nvidia Triton Inference Server
Redis, Redis-Streaming
Nginx