Freelancer profile translated to English.
Back to original languageAbout Arda
AI Developer | Deep Learning Engineer | AI Consultant
I am Arda Sener – a passionate software developer with a solid academic background (M.Sc. Robotics, Cognition, Intelligence – TUM) and extensive industrial project experience in Artificial Intelligence, Deep Learning, Computer Vision, and automotive software development.
With my background in engineering and data-driven research, I develop robust, production-ready AI systems – from idea to validated solution. I combine algorithmic depth with practical implementation.
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🔍 Areas of Expertise
• Deep Learning & Computer Vision (PyTorch, TensorFlow, OpenCV)
• 3D Medical Image Processing (CT Segmentation, Tumor Classification, SwinUNETR, 3D U-Net)
• Generative AI & LLMs (RAG Systems, Retrieval-Augmented Generation, Chatbot Architectures)
• Signal & Sensor Data Processing (CAN, multimodal inputs, measurement technology)
• AI in Industry: Automotive, Construction, Medicine, Recycling
• Python Engineering & Tool Development (FastAPI, SQL, GitHub CI/CD, Testing)
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🛠️ Tech Stack & Tools
• Languages & Frameworks: Python, C++, MATLAB/Simulink
• AI/ML: PyTorch, TensorFlow, Huggingface Transformers
• Data Processing: Pandas, Numpy, Scikit-Learn
• Deployment & MLOps: FastAPI, Docker, GitHub Actions
• Image Processing: OpenCV, MONAI, NiBabel
• Environments: Linux, VS Code, PyCharm, Jupyter
• Measurement Technology: CANape, CARMEN, HiL/MiL
• Agile: SCRUM, Jira
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🚀 Project Experience
• Head of AI Pre-development at Bertrandt for BMW:
Development of deep learning models for camera-based error detection & pedestrian detection at night (RGB/IR camera)
• Freelance AI Projects:
3D segmentation & classification of pancreatic tumors (SwinUNETR + XGBoost)
Development of an intelligent RAG chatbot for civil engineering based on domain-specific retrieval & LLM
• Scientific Work at Audi & Fraunhofer
German
Native or bilingual
English
Fluent
Turkish
Conversational
Remote only
Primarily works remotely
Experience
- FREELANCER FÜR KI-PROJEKTEAI DeveloperMarch 2025 - Today (1 year and 3 months)Munich, GermanyI develop AI solutions such as a RAG chatbot for civil engineering and a system for 3D segmentation and classification of pancreatic tumors – including data preparation, model training, and validation.
- Bertrandt AG,Software DeveloperAUTOMOBILEApril 2022 - Today (4 years and 2 months)Munich, GermanyI develop software for driving dynamics functions and lead pre-development projects in the field of AI and deep learning. I work on the automated error detection of camera systems with PyTorch, conduct hardware and software tests, and am integrated into agile development processes and CI/CD.
- Audi AG,Master's Thesis StudentAUTOMOBILENovember 2022 - May 2023 (6 months)85 Ingolstadt, GermanyAs part of my master's thesis, I analyzed systematic influences on camera-based perception systems and developed a validation algorithm to improve detection performance.
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Education
- B.Sc. Applied Mathematics and PhysicsTechnical University of Nuremberg2021
- M.Sc. Robotics, Cognition, IntelligenceTechnical University of Munich2023Computer Vision & KI