Data strategy & platforms
Designing and building enterprise data platforms on Databricks, Azure, and AWS. Lakehouse architecture, data governance, ETL/ELT pipelines, and GDPR compliance. Led data platform teams at Wehkamp and EQOM Group, supporting analytics and ML across multiple international brands.
Machine learning & AI
Search ranking, demand forecasting, and clothing size prediction. Computer vision including deep saliency, skeletal detection, and automated background removal — replacing a €450k/year external vendor at Wehkamp. Built a recommender system attributed to €80M+ in profit. Reduced photography production costs from €20k to €200 per shoot using generative AI at EQOM Group.
Robotics & perception
On-device inference with Nvidia Jetson Orin, ROS 2 integration, and sensor data pipelines for embodied AI. Built the Objective Density Index for automated sports turf analysis, combining computer vision with robotic sensor data.