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In this podcast, Algo Sid breaks down how a trading strategy can be taken from a simple idea on YouTube and converted into a fully automated trading system. The conversation begins with an important question: is algo trading actually profitable? He explains why looking only at returns can be misleading and why traders need to consider the complete performance picture, including drawdown, number of trades, slippage, brokerage and other trading costs.
The discussion then moves to the growing use of AI in trading, including an AI trading leaderboard where different models are given capital and allowed to trade. This leads to an important lesson about why a strategy showing 100% or 150% returns on paper does not automatically make it a good strategy. Algo Sid explains how high trading frequency, large drawdowns and execution costs can significantly change the real performance of a strategy.
The main part of the podcast focuses on a practical challenge: taking the Hilega Milega strategy and automating it from scratch. Starting with the strategy rules, he explains how to convert the logic into code, create buy and sell signals, use TradingView alerts, and connect those signals to a backend. He also explains the difference between backtesting, forward testing, paper trading and live automation, and why each stage matters before putting real money at risk.
The final section takes the process one step further by showing how automated orders can be placed using Python, alerts and broker APIs. He explains how a signal can travel from the indicator to the backend and eventually trigger an order through the broker, along with some of the practical issues that can arise during automation. If you want to understand algo trading, AI in trading, strategy automation, TradingView alerts, Python, APIs, backtesting, forward testing and automated order placement, this episode gives you a practical look at how the entire process works from start to finish.
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Timestamp:
00: 00 Preview
01: 35 Introduction
02: 48 Is Algo Trading Really Profitable?
06: 00 AI Trading Leaderboard
09: 47 Automating the Hilega Milega Strategy from Scratch
24: 40 How Algo Automation Works
46: 25 Automated Order Placement Using APIs
01: 10: 00 Conclusion
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