Previous experience · Independent research
AI job-risk and emotion study
End-to-end NLP research on Reddit data about how people perceive AI job risk.
My role
Researcher
Details coming soon.
Problem
How do people perceive the risk AI poses to their jobs, and what emotions come with it?
Role
Details coming soon.
Approach
Topic modelling, staged LLM-assisted labelling (Grok, then GPT-4o-mini, then Mistral) on perceived AI job risk, and fine-tuned classifiers for fear, anxiety and hope.
Stack
NLP · LLM fine-tuning · BERTopic.
Results
Details coming soon.