Day 1 expanded schema: 5 tables, 14B fine-tuned model

perf: load seed data from Parquet instead of generating on every query

Optimize for free HF Space: n_threads=2, remove threading timeout overhead

Initial commit: Kasualdad LFED — Phases 0-8 complete