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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. I owned model adaptation and experiment execution workflows during this internship research project.

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

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