Monash University

Built a FastAPI and Neo4j graph service for university regulations with a self-correcting Text-to-Cypher loop.

Profiled and simplified the reasoning pipeline into a graph-logic SLM that surfaced contradictory policy data for administrators.

Automated prerequisite and credit-transfer rule resolution with embeddings plus multi-hop graph queries.