Jay (Zhuosheng) Liu
Just a data-driven and coffee-fueled soul in a qualitative world.
AI4Sci Researcher
Data-driven microbial-omics, Applied bioinformatics, Applied AI/ML, Data Mining
Hello! I’m Jay (Zhuosheng) Liu, currently in my last year of PhD study, where my research mainly focus on applied bioinformatics and applied AIML for science. My work includes developing models based on large-scale and high-dimensional omics-data to facilitate decision making to prevent microbial hazard and get informational biological insights by enabling ML/AI models to be interpretable. Additionally , I have extensive experience in application of vision/vision language models (e.g. fine-tuning CLIP in bacterial image classification and biomedical image segmentation using SAM). This unique blend of skills allows me to bridge the gap between biological sciences and data science, driving innovative solutions and impactful insights in both fields.
news
| Apr 01, 2026 | Chapter 3 of my PhD thesis—applied ML/DL on the Vp pangenome—was accepted at Frontiers in Microbiology. Full paper |
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| Jan 01, 2026 | I am excited to share that I will join Meta as a Software Engineer (Machine Learning) on the Facebook Feed Modeling team this summer. |
| Apr 15, 2025 | A preprint from Chapter 3 of my PhD thesis is now on bioRxiv. Full paper. |
| Apr 01, 2025 | I am excited to announce that I will join Capital One AI foundation team this summer at McLean, Virginia. |
| Sep 01, 2024 | I will be the TA for ECS 122A Algorithm Design and Analysis at UC Davis for the Fall 2024 quarter. I will keep posting my study notes on new HackMD pages ECS122A study note hub. |
| Jul 01, 2024 | I have been officially admitted to the Computer Science MS program at UC Davis, after two more years of CS major prerequisite training (12 courses all A/A+). |
| May 01, 2024 | I am thrilled to announce that I will be joining Metagenomi as an NGS Data Scientist Intern starting this summer. |
| Mar 01, 2024 | Chapter 1 of my PhD thesis was accepted at the International Journal of Food Microbiology. Huge thanks to my collaborators for getting this over the line. Full paper |
| Oct 01, 2023 | Chapter 2 of my PhD thesis was accepted at Microbiology Spectrum. I will share the code once the paper is online. Full paper |
| Sep 01, 2023 | I serve as the graduate tutor in ECS 122A algorithm analysis in fall quarter, 2023. |