chore: initial project scaffold for quant trading learning

Sets up project structure with yfinance-based OHLCV fetcher for top
100 S&P companies, Jupyter notebook scaffold, and uv-managed deps.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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