Company Filing History:
Years Active: 2025
Title: Innovations of Tongzhou Shen in Machine Learning and Perturbation Data Synthesis
Introduction
Tongzhou Shen is an accomplished inventor based in Surrey, Canada. 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
Tongzhou Shen holds a patent for his 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 for real-time generation of perturbation heatmaps. The systems can receive a variety of perturbation images portraying cells from multiple wells, generate well-level image embeddings, and align these embeddings to produce aligned well-level image embeddings. Furthermore, the systems can aggregate these embeddings according to perturbations from various experiments, ultimately generating perturbation comparisons.
Career Highlights
Tongzhou Shen is currently employed at Recursion Pharmaceuticals, Inc., where he applies his expertise in machine learning to advance the company's research initiatives. His work is pivotal in developing innovative solutions that leverage data to improve understanding in the field of pharmaceuticals.
Collaborations
Some of Tongzhou Shen's notable coworkers include Marta Marie Fay and August Orvis Allen. Their collaborative efforts contribute to the innovative environment at Recursion Pharmaceuticals, Inc.
Conclusion
Tongzhou Shen's contributions to machine learning and perturbation data synthesis exemplify the impact of innovation in the pharmaceutical industry. His patent and ongoing work continue to push the boundaries of technology and research.