Zero To 10M : AI Crypto Trading

The Korean Composite Stock Price Index (KOSPI) has remained range-bound between 2,500 and 2,750 points for over 18 months as of Q2 2024. During this period, the average daily trading volume of domestic institutional investors fluctuated by approximately 42% compared to the previous year, while the proportion of program trading consistently exceeded 35% of total market turnover. These are not mere statistics; they are the mathematical footprints of systemic capital movement. Beneath the surface-level narratives of economic recovery and recession lies a more fundamental, algorithmic reality: the market is a continuous process of position building and liquidation by major players. The romanticized notion of a "martingale system"—doubling down after losses for a guaranteed eventual win—is a dangerous mirage in this environment, one I have paid for with significant capital during my early quant development phases. This analysis dissects the actual map of insti...

The recent escalation of geopolitical tensions in the Middle East, centered on Israel, has triggered a familiar tremor across global financial markets. As of October 2023, the MSCI World Index experienced a volatility spike of over 25% within a week of the conflict's intensification, while Brent crude oil prices breached the $90 per barrel threshold. The Korean won weakened past 1,350 against the US dollar, and domestic KosPI index futures saw a surge in implied volatility. These are not mere numbers; they are the quantifiable symptoms of a systemic shock. The common investor narrative fixates on "why" the event happened—the politics, the history. The professional's focus, forged in the fires of repeated market cycles and personal financial ruin, is on the "how": the mechanical, almost algorithmic pattern with which capital flees and repositions during such shocks, and more critically, how to not be the casualty of that repositioning. G...

The recent 30-day realized volatility of Bitcoin has consistently exceeded 80%, a figure starkly contrasted by the S&P 500's average of below 15%. This disparity is not mere noise; it is the fundamental characteristic of an asset class where liquidity and sentiment are the primary price drivers, detached from traditional discounted cash flow models. The Korea Financial Intelligence Unit's (KOFIU) 2023 Virtual Asset User Report indicates that over 6 million citizens in South Korea hold virtual assets, with a significant portion exhibiting trading patterns correlated with acute price swings. This environment creates a systematic transfer of wealth, not through random chance, but through exploitable behavioral and structural patterns. The colloquial term "shakeout" refers to a rapid, high-magnitude price movement designed to trigger a cascade of stop-loss orders and liquidations. Its core mechanism is leverage. Data from major derivatives exchan...