Refactor: Replace regex sector exclusion with LLM-based Intent Parser

Fix: Explicit Sector Truth Tables to prevent AI Hallucination

Feat: Market Cap Filtering (Smallest/Largest 50)

Feat: Max Weight Constraint & NLP Logic

Initial Release: QuantScale AI Institutional Engine