Mohammad Al-Naser, PhD
Kaiserslautern
Summary
Seasoned AI Engineer with over 15 years of expertise in machine learning, deep learning, and computer vision. Skilled in leveraging AI technologies to develop cutting-edge solutions for video analysis, time series prediction, sensor data processing, and activity recognition. With 20 peer-reviewed publications and 2 patents in activity recognition and workforce assessment. I have led several projects, driving successful outcomes in complex AI projects.
Results-driven professional prepared for Project Lead role with solid track record in project management and team leadership. Proven ability to manage complex projects, from inception to completion, while maintaining high standards. Known for fostering team collaboration and delivering impactful results, with expertise in risk management and resource allocation.
Results-driven project management professional with strong focus on team collaboration and delivering impactful outcomes. Adept at coordinating complex projects, ensuring timely completion, and adapting to changing requirements. Proven skills in leadership, strategic planning, and stakeholder communication. Known for reliability and flexibility in dynamic environments.
Overview
13
13
years of professional experience
Work History
AI Project Lead - Researcher
German Research Center for Artificial Intelligence (DFKI)
08.2020 - 06.2025
ecoKI is a modular low-code platform enabling SMEs to integrate AI solutions into production processes.
- Leading business model development for ecoKI platform.
- Contributed to architectural design focusing on scalability, sustainability, and modular integration.
- Developed core ML components, like the outlier detection method with cross-functional teams.
- Streamlined project management processes by implementing Agile methodologies and improving team communication.
- Led a team of five students.
- Engaged in proposal writing for funding and partnerships.
Data / AI Researcher
German Research Center for Artificial Intelligence (DFKI) GmbH
05.2015 - 07.2020
- Company Overview: Smart Data and Knowledge Service
- Developed gaze prediction methods reducing error from 8 to 6.
- Developed gaze-driven object recognition models.
- Developed zero-shot human activity recognition by fusing object and activity recognition models.
- Localized sentiment analysis using Adjective-Noun Pair attention.
- Eye-tracking and X-ray interpretation for behavior analysis in MIC interventions.
- Led a team of four students.
- Smart Data and Knowledge Service
Lecturer – IT trainer
MKCL Arabia Ltd.
07.2012 - 08.2014
- Company Overview: King Saud University
- Delivered undergraduate courses on computer literacy and software tools.
- Supervised student projects.
- Provided mentorship and supported technical growth.
- Fostered critical thinking and collaboration.
- King Saud University
Education
Ph.D. - Computer Science, Artificial Intelligence – Machine Learning and Computer Vision
Technische Universität Kaiserslautern
01.2021
Master of Science - Interactive Systems Engineering
Umeå University
01.2011
Bachelor of Information Technology -
Al-Balqa’ Applied University
01.2005
Skills
- Machine Learning
- Computer Vision
- Pattern Recognition
- PyTorch
- TensorFlow
- Scikit-learn
- OpenCV
- XGBoost
- YOLO
- Deep neural networks
- CNNs
- RNNs
- LSTMs
- Transformers
- Autoencoders
- Time Series Analysis
- Video Analysis
- Multimodal sensor fusion
- Large Language Models
- Prompt engineering
- Transformer-based architecture
- Hugging Face Transformers
- Ollama
- LM Studio
- Instruction tuning
- RAG
- Python
- MATLAB
- C
- Data Analysis
- Data Visualization
- Pandas
- NumPy
- Matplotlib
- Seaborn
- Jupyter Notebooks
- Model Deployment
- MLOps
- Docker
- Git
- CI/CD
- GitHub Actions
- GitLab CI
- SQL
- AI Product Strategy
- Business Modeling
- Business model design and validation
- Value proposition development
- Market analysis
- Stakeholder analysis
- AI-driven product planning
- Sustainable platform development
- Proposal writing
- Leadership skills
- Collaborative mindset
- Project planning
- Project coordination
Languages
Arabic
English
German
Highlighted Projects
- AI-Powered Energy Optimization Platform - ecoKI, Project Lead, Researcher, DFKI, BIBA, RUB, TU Dresden, Developed business model (value proposition, revenue streams, pricing)., Designed and optimized ML components., Collaborated on system architecture., Worked with legal consultants to resolve legal issues.
- Worker Skills Recognition & Evaluation, Researcher, Hitachi, DFKI, Developed deep learning models for skill assessment., Implemented object recognition for worker interactions., Processed multimodal sensor data., Collaborated with Hitachi for real-world validation., Contributed to publications and patents.
- Medical Project - Gaze-based X-ray analysis in catheter-based cardiovascular interventions (CBCVIs), Researcher, DFKI, Gesundheitszentrum Bitterfeld/Wolfen gGmbH
Honors And Awards
Excellence Performance Award, King Saud University, 2012-2013
Personal Information
Title: AI Researcher / Engineer
Patents And Publications
I have authored 20 peer-reviewed publications. A complete list is available on my Google Scholar profile., Motion evaluation system, motion evaluation device, and motion evaluation method, Takuto Sato, Takehiro Niikura, Mitsuhiro Okada, Hiroki Ohashi, Takayuki Akiyama, Katsuyuki Nakamura, Mohammad Al-Naser, Sheraz Ahmed, US11651671B2, 03/2023, Movement Evaluation System and Method, Mohammad Al-Naser, Sheraz Ahmed, Mitsuhiro Okada, Takehiro Niikura, Hiroki Ohashi, Takuto Sato, Katsuyuki Nakamura, US11071495B2, 11/2021
Timeline
AI Project Lead - Researcher
German Research Center for Artificial Intelligence (DFKI)
08.2020 - 06.2025
Data / AI Researcher
German Research Center for Artificial Intelligence (DFKI) GmbH
05.2015 - 07.2020
Lecturer – IT trainer
MKCL Arabia Ltd.
07.2012 - 08.2014
Master of Science - Interactive Systems Engineering
Umeå University
Bachelor of Information Technology -
Al-Balqa’ Applied University
Ph.D. - Computer Science, Artificial Intelligence – Machine Learning and Computer Vision
Technische Universität Kaiserslautern
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