About AlphaHunter
AlphaHunter is a professional-grade, real-time swing-trading signal detection and portfolio management platform. Built for active traders who demand mathematical precision, it combines a multi-confirmation technical scanner, AI-powered signal auditing, and a full suite of portfolio strategies in one integrated application.
Core Features
Quad-Confirmed Signal Scanner
Every BUY signal requires four simultaneous conditions: price above EMA-50 (trend), a Stochastic bullish crossover from oversold territory, positive MACD histogram momentum, and above-average volume. This multi-gate approach drastically reduces false positives.
AI Signal Auditor
Each signal is reviewed by Google Gemini, which evaluates the full technical picture alongside recent news headlines and upcoming earnings dates. A combined confidence score (technical 60% + news 40%) gives you instant context on signal quality.
Three Portfolio Strategies
Manage positions across three distinct strategies: Standard (simple lot tracking), Pyramid (multi-tranche scaling with configurable spacing and trailing stops), and Margin Compounder (full brokerage-style margin account simulation with account-level rebalancing).
Pyramid Backtester
Test any Pyramid configuration against real historical price data. Tune tranche allocations, entry spacing, stop-loss type, and take-profit rules. Results include equity curve, max drawdown, and a full trade log.
Live Price Feeds
Live quotes via Yahoo Finance keep your portfolio P&L and signal prices current throughout the trading day. The Pyramid strategy auto-checks live prices every 60 seconds during market hours to evaluate pending tranche triggers.
Real-Time Signal Push
New signals appear instantly in the dashboard via Supabase Realtime — no page refresh needed. Optional Pushover mobile push notifications alert you the moment a new BUY or SELL signal is detected.
The Signal Strategy
AlphaHunter runs the Quad-Confirmed Strategy across a universe of hundreds of tickers on a daily schedule. Signals are classified at three quality levels — Strict, Moderate, and Aggressive — based on how deep into oversold territory the Stochastic dip occurred and whether institutional volume confirmed the move.
All indicators (ATR, RSI, MACD, ADX, Stochastic) use Wilder's smoothing (RMA), matching the output of industry-standard libraries like pandas_ta to within 0.01% tolerance. This mathematical parity ensures backtested results reflect what you would have seen in live trading.
Margin Compounder
The Margin Compounder models a real brokerage margin account at the portfolio level — not per-position. Cash deposits are swept against outstanding debt before landing as available cash (debt-first sweep), and the account-level rebalancer uses the formula:
This ensures the portfolio reaches the correct leverage target by deploying all available cash first, then borrowing only the remaining difference — eliminating unnecessary interest accrual from holding cash alongside a margin loan.
Disclaimer
AlphaHunter is a research and analysis tool. Nothing on this platform constitutes financial advice, investment recommendations, or a solicitation to buy or sell any security. All trading signals, portfolio simulations, and backtests are provided for informational and educational purposes only. Past performance is not indicative of future results. Always consult a qualified financial professional before making investment decisions.