Growth leader who codes. $6M+ budgets, 9.5:1 LTV:CAC, and a 12-agent AI system that cut 8 hours of analyst work to 35 minutes. VP of Marketing & Innovation at EquityMultiple.
12-agent LangGraph system that transforms unstructured PDFs and spreadsheets into structured Investment Committee memos via hybrid semantic-BM25 RAG. 93% reduction in analyst prep time.
Annual marketing budget managed
LTV:CAC ratio
Reduction in analyst prep time
How a 12-agent system with hybrid semantic-BM25 RAG transformed our deal vetting pipeline.
2025-03-15
AI deal intelligence framework. 12-agent LangGraph system with hybrid RAG for transforming unstructured documents into structured investment memos.