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PCformer

May 2024 – September 2024 · Research internship project at UCSF

Python · PyTorch · Bash

Transformer-based pipeline for cell type classification across multimodal single-cell and spatial omics datasets.

  • Extended a foundation transformer model pre-trained on 500K+ cells for supervised classification.
  • Built training, fine-tuning, and inference scripts with configurable model sizes/datasets.
  • Automated reproducible GPU experiments using Bash job scripts on remote instances.

Code is private due to research constraints associated with this project.