🚀 Machine Learning & Robotics Engineer | 📍 Based in Bonn, Germany
🎓 M.Sc. Autonomous Systems | 👨🔬 Former Research Assistant @ Fraunhofer IAIS
📧 omarsrstt@gmail.com | LinkedIn
I'm a passionate engineer working at the intersection of Machine Learning, Computer Vision, and Robotics. With hands-on experience in model distillation, object detection, and real-time systems, I enjoy turning research concepts into impactful, production-ready solutions.
I'm particularly interested in:
- Multimodal learning with vision, language, and sensor fusion
- Real-time inference, edge AI, and perception systems
- Robotics platforms with intelligent task automation
Currently improving my German (B1+) 🇩🇪
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📄 MS Thesis: Foundation Model Distillation
Vision model distillation research (Fraunhofer IAIS) -
📄 Paper published in Robocup Symposium: Object tracking for Rotating Table Test Published @ RoboCup SymposiumGithub
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📖 Story Scraper & Summarizer
NLP tool for scraping and summarizing novels using LLMs -
📊 Text-based Sentiment Analysis
Classical keyword-based sentiment classification on sarcasm-labeled datasets -
🕹 Self-driving in Forza (WIP)
ML for game automation -
🤖 Bachelor Thesis: RAES – Rehabilitation Assistance Exoskeleton
Bachelor thesis project on low-cost rehabilitation exoskeleton using EMG signals -
📦 ROS2 Provenance Tracking
Custom ROS2 integration for robotic data lineage tracking -
🤖 Robocup Work: Gripper control module with encoder-based overheating prevention
Languages: Python, C++, C, Bash
ML/DL: PyTorch, PyTorch Lightning, HuggingFace, Scikit-learn, TensorFlow
Tools: Docker, Kubernetes, Git, MLflow, ONNX, Anaconda
Robotics: ROS 1/2, OpenCV, Arduino, Raspberry Pi, ATMega
Cloud & Infra: MLOps, Linux Systems, Kubernetes
Frameworks: Transformers, RAG, CNNs, LLMs, GenAI
Other: LaTeX, Jupyter, Agile/Scrum
- 💌 Email: omarsrstt@gmail.com
Thanks for stopping by! 👋