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. Now handles community growth for Reachy Mini, the open-source desktop robot from Pollen Robotics x Hugging Face, after starting out as a volunteer in its builder community.