Company Filing History:
Years Active: 2023
Title: Jannis Born: Innovator in Drug Compound Identification and Efficacy Prediction
Introduction
Jannis Born is a notable inventor based in Zurich, Switzerland. He has made significant contributions to the field of drug development, particularly in the identification of drug compounds and the prediction of their efficacy in treating genetic diseases. With a total of 2 patents, his work is paving the way for advancements in personalized medicine.
Latest Patents
Jannis Born's latest patents include innovative methodologies for drug compound identification and drug efficacy prediction. The first patent focuses on a reinforcement learning model that incorporates an agent and a critic. The critic utilizes a neural network pre-trained to generate property values based on biomolecular data and compound data. This iterative training process optimizes the agent's ability to generate compound data for target tissue cells. The second patent involves a neural network model designed for predicting drug efficacy in the treatment of genetic diseases. This model correlates biomolecular data from disease-cell samples with drug efficacy values, utilizing attention-based encoders to enhance the accuracy of predictions.
Career Highlights
Jannis Born is currently employed at International Business Machines Corporation, commonly known as IBM. His role at IBM allows him to leverage cutting-edge technology and research to further his innovative projects in drug development. His work is instrumental in bridging the gap between technology and healthcare.
Collaborations
Jannis collaborates with talented individuals in his field, including Seyed Ali Kazemi Oskooei and Matteo Manica. These collaborations enhance the research and development process, fostering an environment of innovation and creativity.
Conclusion
Jannis Born is a prominent figure in the realm of drug development, with a focus on innovative methodologies for drug compound identification and efficacy prediction. His contributions are vital for the advancement of personalized medicine and the treatment of genetic diseases.
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.