Company Filing History:
5 out of 1,095 
Years Active: 2022-2025
Title: John Randall Gobbel: Innovator in Artificial Intelligence-Based Sequencing Technologies
Introduction
John Randall Gobbel, an accomplished inventor based in Brisbane, CA, has made significant contributions to the field of artificial intelligence and sequencing technologies. With five patents to his name, Gobbel's work is at the forefront of advancing genomic sequencing methods, particularly through the use of deep learning.
Latest Patents
Gobbel's recent patents focus on enhancing the accuracy and efficiency of base calling in genomic sequencing. One of his notable patents, titled "Artificial intelligence-based quality scoring," introduces a technology that assigns quality scores to bases determined by a neural network-based base caller. This innovative approach includes quantizing classification scores from predicted base calls, evaluating base calling error rates, and correlating quality scores to these quantized classification scores.
Another significant patent is "Deep neural network-based sequencing," which details a method for base calling that utilizes image data from sequencing systems. This method processes images of clusters and backgrounds captured during sequencing runs, producing accurate base calls for various clusters.
Career Highlights
Gobbel's career is marked by his role at Illumina Corporation, a leading company in the genomics space. His expertise in artificial intelligence and genomics has positioned him as a key player in the development of cutting-edge sequencing technologies. Through his patents, he has not only contributed to scientific research but has also influenced the industry, improving the capabilities of genomic analysis tools.
Collaborations
Throughout his career, Gobbel has collaborated with talented individuals in the field, including Kishore Jaganathan and Amirali Kia. These partnerships exemplify the importance of teamwork in driving innovation and creating breakthroughs in technology.
Conclusion
John Randall Gobbel is a prominent inventor whose work in artificial intelligence-based sequencing technologies continues to shape the future of genomics. With his innovative patents and collaborative spirit, Gobbel stands as a testament to the potential of combining artificial intelligence with scientific research to produce meaningful advancements in healthcare and biology.
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.