Ahmad Khalil
Seeheim-Jugenheim
Summary
Astute [Job Title] with data-driven and technology-focused approach. Communicates clearly with stakeholders and builds consensus around well-founded models. Talented in writing applications and reformulating models.
Overview
8
8
years of professional experience
1
1
Certification
Work History
Post-Doctoral Researcher in Vehicular Perception
Multimedia Communications Lab (TU Darmstadt)
07.2024 - Current
- Leveraged interpersonal and communication skills to mentor PhD, graduate and undergraduate students
- Contributed to and actively participated in research conception, design and execution to address defined problems
Doctoral Researcher in Vehicular Perception
Multimedia Communications Lab (TU Darmstadt)
07.2021 - 07.2024
- Developed methods using statistical modeling, data analysis, classification, object detection, and predictive modeling to enhance environmental perception in autonomous driving systems
- Led thesis, lab, and seminar topics on vehicular perception using advanced machine learning, guiding student teams to achieve research goals
- Authored and presented research at international conferences, contributing impactful findings to the field
- Evaluated research papers for top conferences and reviewed funding proposals
- Administered departmental IT systems, ensuring smooth research operations
Software Engineer
Cegeka
07.2019 - 06.2021
- Company Overview: International IT-Solutions
- Enhanced company presence at job fairs, supporting talent acquisition
- Developed Android and iOS applications using Xamarin, Docker, and related tools
- Applied SCRUM principles in the daily tasks as a certified SCRUM Master
- International IT-Solutions
Senior Analyst
Accenture
09.2016 - 06.2019
- Company Overview: International IT-Solutions
- Delivered robust applications within an agile (SCRUM/KANBAN) framework, driving continuous improvement across project teams
- Closely with business analysts and cross-functional teams to refine requirements, analyze user stories, and coordinate tasks across multiple teams, both on-site and offshore (India), ensuring project success
- Developed systems including a deposit management platform, web-based mailbox, and data-driven notification features
- Resolved complex defects and incidents in production environments
- International IT-Solutions
Education
Ph.D. - Computer Science
TU-Darmstadt
06.2024
M.Sc. - Distributed Software Systems
TU-Darmstadt
05.2021
B.Sc. - Information Technology Engineering
Damascus University
09.2014
Skills
- Agile Methodologies
- Project Management
- Scrum
- Kanban
- JIRA
- Confluence
- Python
- Java
- Kotlin
- C#
- JavaScript
- HTML
- CSS
- Data Science
- Machine Learning
- AI
- Predictive Modeling
- Feature Engineering
- Data Structures
- Regression
- Classification
- Clustering Models
- Explanatory Analysis
- Pandas
- Scikit-Learn
- PyTorch
- Numpy
- Matplotlib
- MLOps
- DevOps
- Docker
- Ansible
- MLFlow
- Jenkins
- Maven
- Git
- Spring Boot
- Xamarin
- Android SDK
- IOS Emulator
- Apache Wicket
- Hibernate
- Junit
- Cloud Management
- Infrastructure Management
- AWS
- Linux
- Windows
- Oracle DB
- MongoDB
- SQLite DB
- MySQL DB
- PyCharm
- IntelliJ IDEA
- Visual Studio
- Eclipse
- Jupyter
- Fiddler
- BIRT Tool
- TFS
- Web Development
- APIs
- REST
- SOAP
- Simulation
- Modeling Tools
- Carla Simulator
- Veins Simulator
- SNMP Simulator
- NDN Simulator
- Microsoft Office Suite
- LaTeX
- Statistical modeling
- Interdisciplinary Coordination
- Innovation and Creativity
- Research Support
- Team Management
- Data Modeling
- Data Wrangling
- Neural Networks
- Model Validation
- Deep learning
- Data integration
- Python Programming
- Agile Methodology
- Agile framework understanding
- Data Analytics
Certification
- Professional Scrum Master I (PSM I)
- AWS Certified Machine Learning - Specialty
- TOEIC (Test of English for International Communication)
- TELC Deutsch B2
Languages
Arabic
English
German
Scholar
Ahmad Khalil Google Scholar
Publications
- Driving Towards Efficiency: Adaptive Resource-aware Clustered Federated Learning in Vehicular Networks, Khalil, A., Delouee, M. L., Degeler, V., Mcuser, T., Anta, A. F., & Koldehofe, B., 06/01/24, 2024 22nd Mediterranean Communication and Computer Networking Conference (MedComNet), 1-10, IEEE
- Federated Learning with Heterogeneous Data Handling for Robust Vehicular Object Detection, Khalil, A., Dege, T., Golchin, P., Olshevskyi, R., Anta, A. F., & Meuser, T., 2024, arXiv preprint arXiv:2405.01108
- Sscl-ids: Enhancing generalization of intrusion detection with self-supervised contrastive learning, Golchin, P., Rafiee, N., Hajizadeh, M., Khalil, A., Kundel, R., & Steinmetz, R., 06/01/24, 2024 IFIP Networking Conference (IFIP Networking), 404-412, IEEE
- Content-aware adaptive point cloud delivery, Alkhalili, Y., Gruczyk, T., Meuser, T., Anta, A. F., Khalil, A., & Mauthe, A., 12/01/22, 2022 IEEE Eighth International Conference on Multimedia Big Data (BigMM), 13-20, IEEE
- Label-Aware Aggregation for Improved Federated Learning, Khalil, A., Meuser, T., Alkhalili, Y., Fernández Anta, A., Staecker, L., & Steinmetz, R., 09/01/23, 2023 Eighth International Conference on Fog and Mobile Edge Computing (FMEC), 216-223, IEEE
- Situational collective perception: Adaptive and efficient collective perception in future vehicular systems, Khalil, A., Meuser, T., Alkhalili, Y., Fernández Anta, A., Staecker, L., & Steinmetz, R., 04/01/22, International Conference on Vehicle Technology and Intelligent Transport Systems, 346-352
References
- Prof. Dr.-Ing. Ralf Steinmetz (TU Darmstadt)
- Dr.-Ing. Tobias Meuser (TU Darmstadt)
- Dr. Aidmar Wainakh (Continental Automotive)
Personal Information
Citizenship: German
Timeline
Post-Doctoral Researcher in Vehicular Perception
Multimedia Communications Lab (TU Darmstadt)
07.2024 - Current
Doctoral Researcher in Vehicular Perception
Multimedia Communications Lab (TU Darmstadt)
07.2021 - 07.2024
Software Engineer
Cegeka
07.2019 - 06.2021
Senior Analyst
Accenture
09.2016 - 06.2019
M.Sc. - Distributed Software Systems
TU-Darmstadt
B.Sc. - Information Technology Engineering
Damascus University
Ph.D. - Computer Science
TU-Darmstadt
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