Company Filing History:
Years Active: 2025
Title: August Orvis Allen: Innovator in Machine Learning and Perturbation Data Synthesis
Introduction
August Orvis Allen is a notable inventor based in Boulder, Colorado. He has made significant contributions to the field of machine learning, particularly in the synthesis of perturbation data. His innovative work has led to the development of advanced graphical user interfaces that enhance the understanding of cellular perturbations.
Latest Patents
Allen holds a patent for a groundbreaking invention titled "Utilizing machine learning models to synthesize perturbation data to generate perturbation heatmap graphical user interfaces." This patent describes systems, non-transitory computer-readable media, and methods for embedding perturbation data via a machine learning model. The invention focuses on filtering, aligning, and aggregating embeddings to create a genome-wide perturbation database. This database allows for the real-time generation of perturbation heatmaps, which are crucial for visualizing cellular responses to various perturbations.
Career Highlights
August Orvis Allen is currently employed at Recursion Pharmaceuticals, Inc., where he applies his expertise in machine learning to advance pharmaceutical research. His work is instrumental in developing technologies that improve the analysis of biological data, ultimately contributing to more effective drug discovery processes.
Collaborations
Allen collaborates with talented individuals in his field, including Marta Marie Fay and Eugene Yin-Chung Ting. These partnerships enhance the innovative capabilities of their projects and foster a collaborative environment for research and development.
Conclusion
August Orvis Allen is a pioneering inventor whose work in machine learning and perturbation data synthesis is shaping the future of pharmaceutical research. His contributions are vital for advancing our understanding of cellular behaviors and improving drug discovery methodologies.