Gerald Quon's profile

Gerald Quon

Principal Investigator

University of California, Davis

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8 months ago

Computational Biology, Genomics, and Machine Learning

About

I develop machine‑learning and statistical methods for large‑scale genomic and microbiome data. My work integrates heterogeneous sequencing datasets to uncover DNA signatures and build predictive models for phenotypes relevant to safety, quality, and health.

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University of California, Davis

Deep learning framework for predicting gene expression in mutants

A deep learning framework that predicts gene expression patterns in mutants using a language model–based approach. Trained on RNA sequencing data, it identifies expression changes driven by promoter sequence variations a...

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Gerald Quon

Principal Investigator

University of California, Davis

Work experience

University of California, Davis

Principal Investigator

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Artificial IntelligenceBioinformaticsComputational BiologyEvolutionGeneticsGenomics

Last updated Feb 2026