fix trading/portfolio/wavelets/predictor bugs; refactor markov chains to modular pipeline

add a draft for monitoring, ema crossover strategy, etc

Implement comprehensive trade notification system for Telegram bot

Remove trading docs from git tracking and update gitignore

Implement critical trading system improvements from mathematical analysis