Track I Large-Scale Population Cohorts: Subtrack 6. Human Symbiotic Microecology(J28005)

Foundation Model

Microbial large models ranging from 1B to 10B parameters, exploring different architectures including Mixture-of-Experts (MoE).

Vertical Applications

• 1.Harbin health application demonstration project
• 2.Gastrointestinal tumor screening

Affiliated Branch

Central China Branch (Wuhan)

(1) Preferred Background

Microbiology, Bioinformatics, Gastroenterology, Computational Biology, or Computer Science.

(2) Core Technical Skills

Metagenomic data analysis; microbiome statistical modeling; familiarity with deep learning architectures including MoE; multi-omics integration.

(3) Modeling Competency

Ability to develop large-scale microbial foundation models (1B–10B parameters) and apply them to disease screening tasks.

(4) Preferred Qualifications

Experience in cancer screening research or gut microbiome studies; deployment or AI product development experience is a plus.

(5) Personal Traits

Strong interdisciplinary curiosity, translational mindset, and willingness to work at the interface of biology and AI systems engineering.