Alina Khay
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A Systematic Volume Edge for Spotting Conviction in Bitcoin Trades
Price Shows the Move. Volume Reveals the Intent.
Aug 8
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Alina Khay
39
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A Systematic Volume Edge for Spotting Conviction in Bitcoin Trades
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July 2025
The Trillion Dollar Equation That Runs Financial Markets
The Black-Scholes equation transformed options market and Wall Street. Here’s how it works, where it breaks, and why it still drives today’s markets.
Jul 27
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Alina Khay
50
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The Trillion Dollar Equation That Runs Financial Markets
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The Geometry of Price: Quantitative Pattern Discovery with Soft-DTW in Bitcoin
In crypto markets where narratives shift hourly and prices rarely move in straight lines, identifying repeatable structure feels impossible. But what if…
Jul 24
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Alina Khay
28
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Alina Khay
The Geometry of Price: Quantitative Pattern Discovery with Soft-DTW in Bitcoin
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Building Effective Models in Real Markets: Making Machine Learning Work in Financial Time Series
Financial markets don’t follow neat rules. Prices jump on rumour, collapse on panic, and grind sideways for weeks. That makes machine learning both…
Jul 14
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Alina Khay
29
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Building Effective Models in Real Markets: Making Machine Learning Work in Financial Time Series
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The Power of Exponential Thinking
Why linear models fail in nonlinear markets—and what to do instead.
Jul 8
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Alina Khay
42
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The Power of Exponential Thinking
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June 2025
Mastering the Tri-Timeframe Trend-Following System
A Quantitative Approach to Trade With the Flow, Not Against It
Jun 28
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Alina Khay
23
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Alina Khay
Mastering the Tri-Timeframe Trend-Following System
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Reading Between the Lines: Using LLMs to Forecast Market Moves After FED Central Bank Signals
Central bank speeches move markets. Always have. But now, you’ve got a new edge—Large Language Models (LLMs) can decode the Fed faster and more…
Jun 18
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Alina Khay
21
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Alina Khay
Reading Between the Lines: Using LLMs to Forecast Market Moves After FED Central Bank Signals
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Top Liquidity Indicators That Predict Bitcoin’s Price and Volatility Moves
Bitcoin doesn’t trade on fairy dust. It trades on liquidity.
Jun 13
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Alina Khay
16
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Alina Khay
Top Liquidity Indicators That Predict Bitcoin’s Price and Volatility Moves
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Detecting Market Regimes with Hidden Markov Models for Intraday Trading
Markets switch between unobservable "regimes" that leave behind statistical patterns you can exploit.
Jun 8
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Alina Khay
12
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Alina Khay
Detecting Market Regimes with Hidden Markov Models for Intraday Trading
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What Drives Bitcoin Volatility?
Structural, Behavioral, and Macro-Level Determinants of Price Instability
Jun 8
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Alina Khay
4
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What Drives Bitcoin Volatility?
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May 2025
Fibonacci Numbers in Math and Trading
Some things look too precise to be random. Spirals in nature. Price pivots on a chart. Fibonacci numbers show up in both. They aren’t magic but…
May 28
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Alina Khay
13
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Alina Khay
Fibonacci Numbers in Math and Trading
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Multi-Day Volatility Forecasts for Superior Day-Ahead Trading Predictions
What if longer-horizon volatility forecasts contain information that could enhance short-term trading decisions?
May 5
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Alina Khay
9
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Alina Khay
Multi-Day Volatility Forecasts for Superior Day-Ahead Trading Predictions
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