Volker Loch

Title: Volker Loch: Innovator in Machine Learning for Dangerous Goods Classification

Introduction

Volker Loch is a notable inventor based in Walldorf, Germany. He has made significant contributions to the field of machine learning, particularly in the classification of dangerous goods. With a total of 2 patents, his work is recognized for its innovative approach to safety and regulatory compliance.

Latest Patents

One of Volker Loch's latest patents focuses on the classification of dangerous goods via machine learning. This system and method can identify whether an item is classified as a dangerous good. The technology determines if a product belongs to various classes of dangerous goods based on multiple regulations. It utilizes a machine learning algorithm that performs text-based classification. The method includes receiving an identification of an object, retrieving descriptive attributes from a data store, and converting these attributes into an input string. The algorithm then predicts whether the object is dangerous and outputs the prediction for display via a user interface.

Career Highlights

Volker Loch is currently employed at SAP SE, where he continues to develop innovative solutions in technology. His work at SAP SE has allowed him to collaborate with other talented professionals in the field.

Collaborations

Some of his notable coworkers include Julian Stoettinger and Rolf Mahr, who contribute to the innovative environment at SAP SE.

Conclusion

Volker Loch's contributions to machine learning and dangerous goods classification highlight his role as a significant inventor in the field. His innovative patents reflect a commitment to enhancing safety and compliance through technology.