Data and feature strategy
Location page: Hamburg
Custom ML Development for Companies Hamburg
Development, training and integration of machine learning models for prediction, classification and intelligent product features.
Hamburg combines commerce, logistics and media environments with strong operational process focus.
Request ML projectML from data to deployment
I build ML pipelines from data preparation and feature engineering to model training, evaluation and production deployment. Example implementations include an AI Real Voice TTS for Voicfy based on a diffusion model and a news-gathering trading system that performs stock-level fundamental analysis.
Model training, evaluation and iteration including diffusion models for audio/TTS
Deployment, monitoring and MLOps setup for production ML and analytics systems
Hamburg market context
Industry focus
- - Logistics & supply chain
- - Media & publishing
- - E-commerce
Local leverage points
- - Process automation
- - Demand forecasting
- - Workflow standardization
FAQ
When do you need a custom ML model?
When off-the-shelf models do not provide the required accuracy, latency or domain fit for your use case.
Can a model be integrated into existing systems?
Yes. Integration is possible via APIs, batch pipelines or direct product features, including monitoring in production.
Do you have practical ML examples from your work?
Yes. This includes an AI Real Voice TTS for Voicfy based on a diffusion model and a news-gathering trading platform with per-stock fundamental analysis.
Is AI useful for logistics-heavy teams in Hamburg?
Yes, especially for routing, prioritization and forecasting in operational processes.
Can you integrate existing ERP and TMS systems?
Yes, when API access or data interfaces are available.
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Start your project in Hamburg
Share your goal, timeline and budget for Hamburg. You will get a clear recommendation for the next step.