A prototype interview preparation system using LLMs and sentiment analysis to support jobseekers with adaptive practice.
Jobseekers need realistic interview preparation that gives structured feedback and emotional cue awareness.
Designed and developed adaptive questioning, STAR-based feedback, and confidence/anxiety signal detection using LLM and sentiment-analysis workflows.
Created a more realistic and supportive interview practice environment with dynamic questioning and actionable feedback.