<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Algorithmic Trading | Abbas Hamidavi | عباس حمیداوی | AI Researcher</title><link>https://avabbas.github.io/academic-cv/tags/algorithmic-trading/</link><atom:link href="https://avabbas.github.io/academic-cv/tags/algorithmic-trading/index.xml" rel="self" type="application/rss+xml"/><description>Algorithmic Trading</description><generator>HugoBlox Kit (https://hugoblox.com)</generator><language>en-us</language><lastBuildDate>Mon, 20 Jul 2026 00:00:00 +0000</lastBuildDate><image><url>https://avabbas.github.io/academic-cv/media/icon_hu_5ac22c9ce43dded7.png</url><title>Algorithmic Trading</title><link>https://avabbas.github.io/academic-cv/tags/algorithmic-trading/</link></image><item><title>🏆 Nexus Signal Pro — Multi-Factor Trading Indicator</title><link>https://avabbas.github.io/academic-cv/projects/nexus-signal-pro/</link><pubDate>Mon, 20 Jul 2026 00:00:00 +0000</pubDate><guid>https://avabbas.github.io/academic-cv/projects/nexus-signal-pro/</guid><description>&lt;h2 id="-overview"&gt;📊 Overview&lt;/h2&gt;
&lt;p&gt;&lt;strong&gt;Nexus Signal Pro&lt;/strong&gt; is a comprehensive technical analysis indicator that evaluates &lt;strong&gt;65 market criteria across 16 analytical categories&lt;/strong&gt; in real-time, condensing complex market data into a single, actionable trading decision: &lt;strong&gt;Buy 🟢&lt;/strong&gt;, &lt;strong&gt;Sell 🔴&lt;/strong&gt;, or &lt;strong&gt;Neutral ⚪&lt;/strong&gt;.&lt;/p&gt;
&lt;p&gt;Unlike traditional single-indicator approaches, Nexus Signal Pro employs a &lt;strong&gt;weighted scoring system&lt;/strong&gt; that combines trend analysis, momentum oscillators, volatility metrics, volume dynamics, candlestick patterns, market structure, and Fibonacci levels — all working simultaneously to filter out noise and identify only the highest-probability setups.&lt;/p&gt;
&lt;hr&gt;
&lt;h2 id="-key-features"&gt;⚙️ Key Features&lt;/h2&gt;
&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Feature&lt;/th&gt;
&lt;th&gt;Description&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;65 Real-Time Criteria&lt;/td&gt;
&lt;td&gt;Simultaneously evaluates trend, momentum, volatility, volume, candlestick patterns, and market structure&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Smart Scoring Engine&lt;/td&gt;
&lt;td&gt;Weighted algorithm assigns bullish/bearish scores based on multi-factor confluence&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Dynamic SL/TP Levels&lt;/td&gt;
&lt;td&gt;Three-tier take-profit targets with ATR-based stop-loss, automatically adjusted for market conditions&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Market Context Filters&lt;/td&gt;
&lt;td&gt;ADX trend strength, VWAP premium/discount zones, Bollinger Squeeze detection, consecutive candle limits&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Divergence Detection&lt;/td&gt;
&lt;td&gt;RSI and MACD regular &amp;amp; hidden divergences for early reversal signals&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Candlestick Pattern Recognition&lt;/td&gt;
&lt;td&gt;Engulfing, Morning/Evening Star, Three Soldiers/Crows, Hammer, Shooting Star, Marubozu&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Market Structure Analysis&lt;/td&gt;
&lt;td&gt;Break of Structure (BOS), Fibonacci Golden Zone proximity, support/resistance levels&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Minimalist Dashboard&lt;/td&gt;
&lt;td&gt;Clean 12-row overlay table showing decision, score percentages, SL/TP levels, and market status&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Universal Compatibility&lt;/td&gt;
&lt;td&gt;Works on any chart, any asset, any timeframe — cryptocurrencies, forex, commodities, indices&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;
&lt;hr&gt;
&lt;h2 id="-technical-architecture"&gt;🔬 Technical Architecture&lt;/h2&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-fallback" data-lang="fallback"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;Input Layer (65 Criteria)
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; ├── Trend (EMA 9/21/50/200, VWAP, ADX, DI+/DI-)
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; ├── Oscillators (RSI, Stochastic, MACD, CCI, MFI, Williams %R)
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; ├── Volatility (Bollinger Bands, ATR, Squeeze Detection)
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; ├── Volume (Volume Ratio, Climax, Trend)
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; ├── Candlestick Patterns (10 patterns)
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; ├── Momentum (3/5/10-bar, Acceleration)
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; └── Market Structure (Fibonacci, BOS, Support/Resistance)
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; ↓
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; Scoring Engine (Weighted Algorithm)
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; ↓
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; Context Filters (Trend, VWAP Zone, Overextension)
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; ↓
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; Decision Output: BUY / SELL / NEUTRAL
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; ↓
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; Risk Management: 3-Tier TP + Dynamic SL + R:R Ratio
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;hr&gt;
&lt;h2 id="-performance-metrics"&gt;🎯 Performance Metrics&lt;/h2&gt;
&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Metric&lt;/th&gt;
&lt;th&gt;Standard Mode&lt;/th&gt;
&lt;th&gt;Precision Mode&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Criteria Evaluated&lt;/td&gt;
&lt;td&gt;65&lt;/td&gt;
&lt;td&gt;20 (Golden Set)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Required Threshold&lt;/td&gt;
&lt;td&gt;65%&lt;/td&gt;
&lt;td&gt;90% (18/20)&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Estimated Accuracy&lt;/td&gt;
&lt;td&gt;65–75%&lt;/td&gt;
&lt;td&gt;80–87%&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Signals per Day (5m TF)&lt;/td&gt;
&lt;td&gt;10–20&lt;/td&gt;
&lt;td&gt;1–3&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Risk-to-Reward Ratio&lt;/td&gt;
&lt;td&gt;1:2.5&lt;/td&gt;
&lt;td&gt;1:3&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Best For&lt;/td&gt;
&lt;td&gt;Active scalping&lt;/td&gt;
&lt;td&gt;High-conviction swing trades&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;
&lt;hr&gt;
&lt;h2 id="-key-innovation"&gt;💡 Key Innovation&lt;/h2&gt;
&lt;p&gt;The indicator&amp;rsquo;s strength lies not in a single &amp;ldquo;magic formula,&amp;rdquo; but in its &lt;strong&gt;confluence-based filtering system&lt;/strong&gt;. Rather than firing signals on every minor condition, it requires multiple independent analytical frameworks to align simultaneously — trend, momentum, volume, and structure must all confirm the same direction before a signal is generated. This dramatically &lt;strong&gt;reduces false positives&lt;/strong&gt; while maintaining a favorable risk-to-reward profile.&lt;/p&gt;
&lt;hr&gt;
&lt;h2 id="-tech-stack"&gt;🛠️ Tech Stack&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;Language:&lt;/strong&gt; Pine Script v6&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Platform:&lt;/strong&gt; TradingView&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Analysis Types:&lt;/strong&gt; Technical Analysis, Multi-Factor Scoring, Pattern Recognition, Divergence Detection&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Risk Models:&lt;/strong&gt; ATR-based dynamic stops, Fibonacci extensions, multi-tier profit targets&lt;/li&gt;
&lt;/ul&gt;
&lt;hr&gt;
&lt;h2 id="-use-cases"&gt;📈 Use Cases&lt;/h2&gt;
&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;Day Trading &amp;amp; Scalping&lt;/strong&gt; — Real-time signals on 1-minute to 15-minute charts&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Swing Trading&lt;/strong&gt; — Higher timeframe confluence on 1H–4H charts&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Multi-Asset Monitoring&lt;/strong&gt; — Universal compatibility across crypto, forex, gold, and indices&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Risk Management Automation&lt;/strong&gt; — Pre-calculated SL/TP levels with R:R validation&lt;/li&gt;
&lt;/ul&gt;</description></item></channel></rss>