Computational biologist integrating high throughput experiments and machine learning to decode Life’s complexity.
Welcome to my personal page! As of May 2023, I am a postdoctoral researcher at the University of Bristol's institute of statistical mathematics, under the guidance of Christophe Andrieu . Before that, I was a PhD student in the Biocompute Lab at the University of Bristol led by Thomas Gorochowski .
My research interests lie primarily in computational biology, machine learning, and statistics. I am particularly fond of methods using high-throughput datasets (experimental and/or simulation-based) to probe molecular mechanisms. During my PhD, I studied RNA-mediated gene regulation to accelerate the design of synthetic biological sequences. Using machine learning techniques, I explored how to map RNA sequences to protein abundances leveraging vast datasets.
Currently, I am researching generative models (mostly diffusion-based) with applications to macromolecular design (Proteins, RNA). Do not hesitate to contact me to discuss any projects! (email: ys18223 (at) bris.ac.uk). Here are some relevant links: [gitlab], [LinkedIn], [CV]
Happy Browsing!
Welcome to my personal page! As of May 2023, I am a postdoctoral researcher at the University of Bristol's institute of statistical mathematics, under the guidance of Christophe Andrieu . Before that, I was a PhD student in the Biocompute Lab at the University of Bristol led by Thomas Gorochowski .
My research interests lie primarily in computational biology, machine learning, and statistics. I am particularly fond of methods using high-throughput datasets (experimental and/or simulation-based) to probe molecular mechanisms. During my PhD, I studied RNA-mediated gene regulation to accelerate the design of synthetic biological sequences. Using machine learning techniques, I explored how to map RNA sequences to protein abundances leveraging vast datasets.
Currently, I am researching generative models (mostly diffusion-based) with applications to macromolecular design (Proteins, RNA). Do not hesitate to contact me to discuss any projects! (email: ys18223 (at) bris.ac.uk). Here are some relevant links: [gitlab], [LinkedIn], [CV]
Happy Browsing!