Machine Learning
Unlock the Power of Your Data with AI, Machine Learning & Data Analytics
Machine learning is revolutionizing industries by turning raw data into business value. Yes, this is complex – but we make it achievable. From initial analysis to scalable data pipelines and advanced machine learning solutions, we cover the entire data science life cycle. So whether you want to uncover hidden insights, identify key patterns, or unlock new opportunities, we know the way.
Imagine transforming your data into a powerful engine for innovation. Machine learning (ML) empowers systems to adapt, learn, and make intelligent decisions without constant human input. By recognizing patterns and predicting outcomes, ML transforms everyday data into actionable insights. For businesses, this means automating tasks, forecasting trends, and uncovering opportunities you didn’t even know existed – all while staying one step ahead in an ever-changing world.
Tailored Solutions
We create machine learning solutions designed specifically for your needs, whether it’s predictive analytics, intelligent automation, or personalized customer experiences. Our goal is to empower you with the tools to solve complex problems and achieve measurable results.
Scalable Intelligence
Machine learning grows with your business. From processing large datasets to adapting to changing environments, our solutions are built to scale seamlessly. This ensures that as your business evolves, your AI capabilities stay relevant and impactful.
Responsible AI
Transparency and security are crucial for AI deployment. Our solutions rely on robust security mechanisms and explainable models to ensure trust. This way, you benefit from powerful, compliant AI that creates real value for your business
Continuous Learning
The true power of machine learning lies in its ability to evolve. Our solutions are designed for continuous improvement, learning from new data and adapting to shifting patterns. This means your business stays ahead, always ready to meet the demands of tomorrow.
Why Partner with Us?
Full Service Support: No matter if you are taking your first steps in data science or already leverage fully fledged ML projects, we help you along the whole data science journey:
- Our experts start with analyzing the challenge
- and follow up with a small focused team on a proof of concept
- to scale the team to full size for creating a productive MVP, including operations.
We unite Tech and Business Centricity: Our experts combine technical expertise with a deep understanding of your business. Our offerings around machine learning and data science are not just powerful – they’re practical and tailored to help you achieve sustainable growth.
Success Stories
A selection of customer projects that highlight our competences better than anything else.
Object Detection in Fridges
Challenge
New fridges of a German home appliance manufacturer come equipped with cameras taking a photo every time the fridge door is closed. The users should be sent a notification when they are about to run out of common grocery items such as milk and adjust the settings of the fridge (moisture, temperature) according to its contents inside.
Solution
We developed state of the art object detection algorithms. We also aided in the collection and labelling of data, setting up data pipelines, as well as the deployment and tracking of the models in production.
Benefit
A machine learning use case is developed end to end and ready for the customer to deliver it to their multi-million users.
Used Technologies
TensorFlow, Python, Labelbox, MLflow, AWS, LabelStudio, Aporia
Forecasting Baking duration
Challenge
Smart ovens receive forecasts on their remaining baking duration from AI models served in the cloud. Continuous re-training of the models by using the most recent production data was implemented to optimize accuracy further and further.
Solution
We enabled the re-training by supplying high quality training data extracted from very large data sets (>10 TB) via highly scalable data querying pipelines. Since deployment the new models are extensively monitored.
Benefit
The ML overall performance has been considerably improved and the user experience thus optimised.
Used Technologies
TensorFlow, Python, pandas, MLflow, AWS
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