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DAITIQ Markets

Fully autonomous stock prediction pipeline

V4 multi-agent prediction system that runs completely hands-off. Scanner fires at 6 AM PT, evaluator grades picks at 1:15 PM PT, and a weekly auto-tuner adjusts thresholds and sector weights based on trailing performance. Alerts delivered via Telegram. Zero infrastructure cost.

PythonXGBoostNumPySciPyGitHub ActionsTelegram API

// Features

Fully autonomous daily scanning + evaluation
Weekly self-tuning via trailing 45-day analysis
Swing and options picks with full trade details
Telegram alerts with formatted pick cards
Score threshold auto-adjustment with guardrails
Sector weight optimization (Energy, Tech, etc.)
$0/mo infrastructure — runs on GitHub Actions

// Stats

Daily Scans6 AM PT
Auto-TuneWeekly
Infra Cost$0/mo