project · 2022 · Project
Smart Interview Platform
A virtual interview platform that conducts the interview with the candidate, with fraud detection from eye-movement tracking and NLP-based semantic analysis and summarization.
Smart Interview is a platform where a virtual interview takes place with a candidate, and where the system watches for integrity, not just answers.
Two problems in one
The NLP side uses Hugging Face transformers for semantic analysis and summarization of candidate responses, so the conversation can be understood and condensed rather than just recorded. The vision side adds fraud detection from eye-movement tracking, flagging the tell-tale patterns of a candidate reading off-screen.
Built to deploy
A Flask + Spring API backbone with AWS S3 storage and a deployment pipeline, so the platform was something that could actually be run rather than a notebook demo.