About the Institute

Semantic Search & Graph Engineering Lab is an independent research collective dedicated to analyzing autonomous AI developer runtimes, deterministic AST transformation, and semantic search intelligence.

Principal Investigator

Dr. Elena Rostova (Lead Semantic Search Engineer & Agent Frameworks Researcher): Researches semantic knowledge graph construction, entity disambiguation, and universal skill standards across Claude Code, Google Antigravity, and Cursor IDEs.