# LMEX.AI

> Algorithmic trading academy, strategy builder and Python bot tools for LMEX Exchange

LMEX.AI is the algorithmic trading companion for LMEX Exchange. The site teaches traders how to build, backtest and deploy Python trading bots across crypto perpetuals, equity perpetuals (AAPL, TSLA), commodity perpetuals (Oil, Gold, Brent) and forex pairs. All strategies run 24/7 since LMEX is the only multi-asset 24/7 exchange.

## Key Pages

- [Academy](https://lmex.ai/academy): Interactive lessons on algorithmic trading concepts, indicator strategies, risk management and Python bot development
- [Markets](https://lmex.ai/markets): Live LMEX market data with prices and metrics
- [Builder](https://lmex.ai/builder): Visual strategy builder for designing trading bots without writing code
- [Pro Tools](https://lmex.ai/pro-tools): Advanced tools including backtesting, paper trading and portfolio analytics
- [Blog](https://lmex.ai/blog): Deep-dive articles on trading strategies, indicators and bot development
- [Terminal](https://lmex.ai/terminal): Trading terminal interface
- [Tools](https://lmex.ai/tools): Calculators and utilities for position sizing, P&L estimation and risk management

## Blog Articles (68 total)

- [Update 4: Does It Hold on Crude Oil? RSI and GARCH on WTI and Brent.](https://lmex.ai/blog/rsi-garch-crude-oil-wti-brent/): STRATEGY · 7 min read
- [Update 3: We Added GARCH Volatility Modelling to the Winning Strategies. A Quant's Adaptation.](https://lmex.ai/blog/garch-volatility-winning-strategies-sol-btc-nvda/): STRATEGY · 11 min read
- [Update 2: We Ran 10 Strategies Across Bitcoin, Solana and Nvidia. Here Is the Most Consistent One.](https://lmex.ai/blog/most-consistent-strategy-btc-sol-nvda/): STRATEGY · 11 min read
- [Update 1: We Ran the Same 10 Strategies on Bitcoin. The SOL Winner Came Sixth.](https://lmex.ai/blog/ten-strategies-btc-vs-sol-backtest/): STRATEGY · 11 min read
- [We Tested 10 Strategies in a Descending Market. What Does the Data Tell Us?](https://lmex.ai/blog/ten-strategies-descending-market-sol-backtest/): STRATEGY · 12 min read
- [We Backtested Six Strategies on SOL-PERP with $100k. The Full Leaderboard.](https://lmex.ai/blog/sol-perp-strategy-backtest-shootout/): STRATEGY · 10 min read
- [MACD vs Supertrend on SOL-PERP: The Same $100k, Two Very Different Outcomes](https://lmex.ai/blog/macd-vs-supertrend-sol-perp-backtest/): STRATEGY · 11 min read
- [We Backtested Supertrend on SOL-PERP with $100k. Here Are the Numbers.](https://lmex.ai/blog/supertrend-sol-perp-backtest/): STRATEGY · 12 min read
- [Automated Funding Rate Arbitrage Bot: Full Python Implementation](https://lmex.ai/blog/lmex-perpetual-funding-arbitrage-bot/): TUTORIALS · 10 min read
- [Crypto Trading Bot Tax and Record Keeping: What Algo Traders Need to Know](https://lmex.ai/blog/crypto-trading-tax-record-keeping/): MARKET ANALYSIS · 5 min read
- [Machine Learning for Crypto Trading: Random Forest Signal Generation](https://lmex.ai/blog/machine-learning-crypto-trading/): STRATEGY · 12 min read
- [Heikin Ashi Candles for Trend Trading: Python Strategy on LMEX](https://lmex.ai/blog/heikin-ashi-trading-strategy/): STRATEGY · 6 min read
- [Commodity Perpetuals on LMEX: Trading Oil and Gold with Python Bots](https://lmex.ai/blog/lmex-oil-gold-commodities-bot/): MARKET ANALYSIS · 7 min read
- [Trading AAPL and TSLA Perpetuals on LMEX: A Complete Guide](https://lmex.ai/blog/equity-perpetuals-trading-lmex/): MARKET ANALYSIS · 6 min read
- [Automated Portfolio Rebalancing Bot for Crypto with Python](https://lmex.ai/blog/crypto-portfolio-rebalancing-bot/): STRATEGY · 8 min read
- [Mean Reversion with Z-Score: A Quantitative Approach for Crypto](https://lmex.ai/blog/mean-reversion-z-score-strategy/): STRATEGY · 7 min read
- [LMEX API Rate Limits and Best Practices for High-Frequency Bots](https://lmex.ai/blog/lmex-api-rate-limits-best-practices/): TUTORIALS · 5 min read
- [Crypto Scalping Bot in Python: High-Frequency Strategy on LMEX](https://lmex.ai/blog/crypto-scalping-bot-python/): STRATEGY · 8 min read
- [Position Sizing for Algo Traders: From Fixed Fractional to Kelly Criterion](https://lmex.ai/blog/algo-trading-position-sizing-guide/): RISK MANAGEMENT · 8 min read
- [Basis Trading on LMEX: Spot vs Perpetual Price Divergence](https://lmex.ai/blog/lmex-spot-futures-basis-trading/): STRATEGY · 7 min read
- [Order Flow Trading: Reading the Order Book for Directional Signals](https://lmex.ai/blog/order-flow-trading-lmex/): STRATEGY · 6 min read
- [Statistical Arbitrage with Crypto Pairs: A Python Implementation](https://lmex.ai/blog/statistical-arbitrage-crypto-pairs/): STRATEGY · 9 min read
- [How the LMEX Liquidation Engine Works (And Why It Matters for Your Bot)](https://lmex.ai/blog/lmex-liquidation-engine-explained/): MARKET ANALYSIS · 7 min read
- [Delta-Neutral Crypto Strategies: Harvesting Funding Without Directional Risk](https://lmex.ai/blog/delta-neutral-crypto-strategies/): STRATEGY · 7 min read
- [pandas-ta: A Complete Indicator Library for Crypto Backtesting](https://lmex.ai/blog/pandas-ta-indicators-guide/): TUTORIALS · 8 min read
- [Volatility Targeting: Sizing Positions to a Constant Risk Budget](https://lmex.ai/blog/volatility-targeting-position-sizing/): RISK MANAGEMENT · 7 min read
- [Using the Claude API to Generate Trading Signals: A Practical Walkthrough](https://lmex.ai/blog/ai-trading-signals-claude-api/): AI TRADING · 9 min read
- [Range Trading on LMEX: A Mean-Reversion Approach for Sideways Markets](https://lmex.ai/blog/range-trading-strategy-lmex/): STRATEGY · 7 min read
- [Bot Monitoring and Alerts: Knowing When Your Trading Bot Stops Working](https://lmex.ai/blog/crypto-bot-monitoring-alerts/): RISK MANAGEMENT · 7 min read
- [Event-Driven Volatility Strategy for SPCX-PERP: A Python Implementation](https://lmex.ai/blog/spcx-perp-event-driven-strategy/): STRATEGY · 9 min read
- [SPCX-PERP Goes Live on LMEX: Trade SpaceX as a 24/7 Perpetual](https://lmex.ai/blog/spcx-perp-listing-lmex/): NEWS · 7 min read
- [TWAP Execution Algorithm in Python: Minimise Market Impact on LMEX](https://lmex.ai/blog/twap-execution-algorithm-python/): STRATEGY · 7 min read
- [Backtesting Crypto Strategies with vectorbt: A Complete Guide](https://lmex.ai/blog/backtesting-vectorbt-crypto/): TUTORIALS · 11 min read
- [LMEX Funding Rates Explained: How to Profit from Positive and Negative Rates](https://lmex.ai/blog/lmex-funding-rate-explained/): MARKET ANALYSIS · 5 min read
- [Stop Loss and Take Profit Automation: Risk Management for Trading Bots](https://lmex.ai/blog/crypto-bot-risk-management-stops/): RISK MANAGEMENT · 7 min read
- [Momentum Trading Strategy for Crypto Perpetuals: Riding the Trend](https://lmex.ai/blog/momentum-trading-strategy-crypto/): STRATEGY · 6 min read
- [LMEX WebSocket API in Python: Real-Time Order Book and Trade Streaming](https://lmex.ai/blog/lmex-websocket-python-realtime/): TUTORIALS · 8 min read
- [Deploying Your Trading Bot on a Linux VPS: Complete Setup Guide](https://lmex.ai/blog/vps-deploy-trading-bot-linux/): TUTORIALS · 10 min read
- [DCA Bot in Python: Systematic Accumulation on LMEX Exchange](https://lmex.ai/blog/dca-bot-python-lmex/): TUTORIALS · 7 min read
- [Crypto Market Making Bot in Python: Earning the Spread on LMEX](https://lmex.ai/blog/crypto-market-making-python-bot/): STRATEGY · 9 min read
- [The Math of Drawdown Recovery (And Why It Should Terrify You)](https://lmex.ai/blog/drawdown-recovery-math/): RISK MANAGEMENT · 6 min read
- [Cross-Exchange Arbitrage: An Honest Look at What Is Left of the Edge](https://lmex.ai/blog/cross-exchange-arbitrage-honest/): STRATEGY · 7 min read
- [Walk-Forward Optimization: The Only Backtest Method That Survives Reality](https://lmex.ai/blog/walk-forward-optimization/): TUTORIALS · 8 min read
- [Reading the Funding Rate: What It Tells You About Market Sentiment](https://lmex.ai/blog/reading-funding-rate-sentiment/): MARKET ANALYSIS · 6 min read
- [Statistical Arbitrage on LMEX: A Practical Pairs Trading Walkthrough](https://lmex.ai/blog/statistical-arbitrage-pairs-trading-lmex/): STRATEGY · 9 min read
- [WebSocket vs REST for Trading Bots: When Each One Wins](https://lmex.ai/blog/websocket-vs-rest-trading-bots/): TUTORIALS · 6 min read
- [Why Most Trading Bots Fail (And What the Survivors Get Right)](https://lmex.ai/blog/why-trading-bots-fail/): RISK MANAGEMENT · 7 min read
- [We Added LMEX to CCXT — Stop Writing Custom API Wrappers](https://lmex.ai/blog/lmex-ccxt-integration/): TUTORIALS · 7 min read
- [Trade LMEX from Claude Desktop with the LMEX MCP Server](https://lmex.ai/blog/lmex-mcp-server-claude-desktop/): AI TRADING · 7 min read
- [Building an AI-Augmented Trading Bot: When to Use Claude vs Code](https://lmex.ai/blog/ai-augmented-trading-bot-claude-code/): AI TRADING · 8 min read
- [Order Book Imbalance Strategies on LMEX: A Python Implementation Guide](https://lmex.ai/blog/orderbook-imbalance-strategies-lmex/): ORDER FLOW · 9 min read
- [LMEX API Python Tutorial: Connect, Authenticate and Place Your First Order](https://lmex.ai/blog/lmex-api-python-tutorial/): TUTORIALS · 12 min read
- [Building a Crypto Perpetuals Trading Bot in Python: Complete Guide](https://lmex.ai/blog/crypto-perpetuals-trading-bot-python/): TUTORIALS · 10 min read
- [Grid Trading Bot: Build a Self-Replenishing Grid Bot for LMEX in Python](https://lmex.ai/blog/grid-trading-bot-complete-guide/): STRATEGY · 8 min read
- [Bollinger Band Trading Strategy: Mean Reversion on LMEX Perpetuals](https://lmex.ai/blog/bollinger-band-trading-strategy-lmex/): STRATEGY · 6 min read
- [Grid Trading: The Strategy That Profits in Sideways Markets](https://lmex.ai/blog/grid-trading-strategy-guide/): STRATEGY · 7 min read
- [Portfolio Risk Management for Algorithmic Traders on LMEX](https://lmex.ai/blog/algo-portfolio-risk-management/): RISK MANAGEMENT · 6 min read
- [Supertrend Strategy: ATR-Based Trend Following on Crypto Perpetuals](https://lmex.ai/blog/supertrend-strategy-guide/): STRATEGY · 6 min read
- [Backtesting Your LMEX Trading Bot in Python: A Practical Guide](https://lmex.ai/blog/backtesting-trading-bot-python/): TUTORIALS · 9 min read
- [MACD Strategy for Crypto Perpetuals: Filtering Noise in Trending Markets](https://lmex.ai/blog/macd-crypto-perpetuals/): STRATEGY · 5 min read
- [RSI Mean Reversion: A Deep Dive into Overbought and Oversold Conditions](https://lmex.ai/blog/rsi-mean-reversion-deep-dive/): STRATEGY · 6 min read
- [VWAP Reversion: The Institutional Edge for Intraday Crypto Trading](https://lmex.ai/blog/vwap-intraday-trading/): STRATEGY · 5 min read
- [Kelly Criterion: Mathematically Optimal Position Sizing for LMEX Traders](https://lmex.ai/blog/kelly-criterion-position-sizing/): RISK MANAGEMENT · 5 min read
- [Multi-Pair Spread Bot: Liquidity Mining Across LMEX Markets](https://lmex.ai/blog/multi-pair-spread-bot/): STRATEGY · 7 min read
- [LMEX 24/7 Trading: Crypto, Equities and Commodities — Never Miss a Move Again](https://lmex.ai/blog/lmex-24-7-trading/): MARKET ANALYSIS · 4 min read
- [EMA Crossover Strategy: Complete Implementation Guide for LMEX](https://lmex.ai/blog/ema-crossover-complete-guide/): STRATEGY · 8 min read
- [FIX 4.2 API on LMEX: Institutional Trading Made Simple](https://lmex.ai/blog/fix-42-api-guide/): TUTORIALS · 10 min read
- [Funding Rate Arbitrage: Earn Yield with Zero Market Risk on LMEX](https://lmex.ai/blog/funding-rate-arbitrage/): STRATEGY · 6 min read

## API Endpoints Referenced
- REST API: https://api.lmex.io
- WebSocket: wss://ws.lmex.io
- Documentation: https://docs.lmex.io

## About
LMEX.AI focuses on the technical and quantitative side of trading on LMEX Exchange — Python tutorials, algorithm implementations, risk management mathematics and trading bot architecture. Content targets intermediate to advanced developers building automated trading systems.