Daragh Sibley is an accomplished inventor based in San Francisco, CA. He has made significant contributions to the field of artificial intelligence, particularly in optimizing product design through machine learning. With a total of three patents to his name, Sibley is recognized for his innovative approaches that enhance product development processes.

Latest Patents

One of Daragh Sibley's latest patents focuses on using artificial intelligence to design a product. In this embodiment, a method for optimizing computer machine learning is described, which includes receiving an optimization goal. This goal is utilized to search a database of base option candidates (BOC) to identify matching BOCs that partially align with the goal. A selection of a chosen base option among the matching BOCs is then received. Machine learning prediction models are selected based on the goal to determine prediction values associated with alternative features for the selected base option. These models are trained using training data to identify weight values associated with the alternative features. Based on the prediction values, a portion of the alternative features is sorted to generate an ordered list. This ordered list is provided for use in manufacturing an alternative version of the selected base option with the alternative features in the ordered list.

Career Highlights

Daragh Sibley is currently employed at Stitch Fix, Inc., where he applies his expertise in artificial intelligence and machine learning. His work has been instrumental in advancing the company's capabilities in product design and optimization.

Collaborations

Some of Daragh's notable coworkers include Erin S. Boyle and Zhou Yu. Their collaborative efforts contribute to the innovative environment at Stitch Fix, Inc.

Conclusion

Daragh Sibley's work in artificial intelligence and machine learning exemplifies the potential of technology to transform product design. His patents reflect a commitment to innovation that continues to influence the industry.