Sophia Song
Student Athlete @ MIT | CS + Math
- Role
- Undergraduate Researcher Kellis Lab at Mit Computer Science And Artificial Intelligence Laboratory Csail
- Location
- Cambridge, MA, US
- LinkedIn followers
- 500 followers
Experience
Undergraduate Researcher Kellis Lab
Mit Computer Science And Artificial Intelligence Laboratory Csail
Mar 2025 — Present · Cambridge, MA, US
Developed bioinformatics platform to automate single-cell RNA/ATAC-seq analysis using generative AI, prompt engineering, and retrieval-augmented generation• Analyzed single-cell/spatial transcriptomics data to study locus coeruleus neuronal circuits in Alzheimer’s disease; identified DEGs and performed KEGG/GO enrichment;• Built a natural language interface to generate publication-ready visualizations (UMAPs, heatmaps, CellChat graphs)• Developed a React-based gene expression dashboard for single-cell datasets using AWS S3
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