This semester, I collaborated with Jacy Weems (with guidance from advisor Dr. Alice Paul) to develop the foundation for a proposed DSI-funded qualitative content analysis course. This work involved drafting a full curriculum outline, organizing proposed modules, writing learning outcomes, and designing Quarto- and Jupyter notebook-based instructional materials modeled after existing open-source data science courses. I completed an outline which, should the grant application make further progress, be able to be implemented as a stand-alone course. As the project shifted focus, I began testing and refining our large-scale content-analysis pipeline on Brown’s OSCAR supercomputing cluster, reviewing the R and SLURM scripts, validating parallel job execution, and documenting how researchers can run these analyses themselves/providing feedback on existing scripts. I also started developing a GitHub site to host the workflow, curriculum materials, and lessons learned, to demistify the pipeline for future learners.