COBRA: COding Biographies Rendered with AI

COBRA is a hybrid analysis system that uses hidden Markov models and LLMs to create developer profiles and visualize how software engineering behavior evolves over time.

Builds nuanced developer profiles from coding histories.
Combines statistical sequence modeling with LLM-based interpretation.

The retained artifact is the project paper. Public code visibility is subject to course syllabus guidelines.