Company Filing History:
Years Active: 2025
Title: Innovations of Alexander Holiday
Introduction
Alexander Holiday is an accomplished inventor based in Brookfield, WI (US). He has made significant contributions to the field of technology, particularly in the areas of plastics identification and molecular property prediction. With a total of 3 patents, his work showcases the intersection of machine learning and material science.
Latest Patents
One of his latest patents is titled "Sensor fusion approach for plastics identification." This invention describes methods and systems that utilize multiple hyperspectral cameras sensitive to different wavelengths. These cameras predict characteristics of objects for further processing, including recycling. The multiple hyperspectral images can be analyzed to sort plastics into recyclability categories. Additionally, this technology can identify and analyze dark or black plastics, which are often challenging for traditional wavelengths. The machine learning model associated with this patent can also predict the base polymers and contaminants of plastic objects, enhancing recycling efforts.
Another notable patent is "Molecular structure transformers for property prediction." This invention involves computer-implemented methods that access a multi-dimensional embedding space. This space relates embeddings of molecules to predicted values of specific properties. The method identifies points of interest within the embedding space based on these predicted values. For each point of interest, a structural representation of a molecule is generated using a decoder network. The result identifies the structural representation corresponding to each point of interest.
Career Highlights
Alexander currently works at X Development LLC, where he continues to innovate and develop new technologies. His work has positioned him as a key figure in advancing methods for material identification and analysis.
Collaborations
He collaborates with talented individuals such as Vahe Gharakhanyan and Julia Yang, contributing to a dynamic and innovative work environment.
Conclusion
Alexander Holiday's contributions to the fields of plastics identification and molecular property prediction highlight his innovative spirit and dedication to advancing technology. His patents reflect a commitment to improving recycling processes and understanding molecular structures, making a significant impact in his field.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.