Project 1: Engineering Attrition Risk Engine
End-to-end ML pipeline predicting 90-day attrition risk per employee with fairness auditing
Project 2: LLM-Powered People Insights Service
FastAPI service that ingests employee feedback / resumes / JDs and returns structured skills, sentiment, and risk signals with automated eval tests
Project 3 (Capstone): People Analytics Playbook & Teaching Artifact
Written executive playbook + 30-min recorded teach-back for technical leaders entering People Analytics