Large-Scale Text Analytics via AI-Assisted Thematic Analysis
Privacy-preserving, reproducible thematic analysis pipeline for large-scale open-ended survey responses.
A privacy-preserving, reproducible pipeline for thematic analysis of large-scale open-ended survey responses, integrating topic modelling with a locally hosted LLM. Themes were validated against independently-derived manual archetypes to confirm reliability.
Tech stack: Python, topic modelling, local LLM inference, thematic analysis, privacy-preserving pipelines
GitHub: [GITHUB LINK TBD]