Alina Khay
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Weekly Market Edges That Still Work
A Playbook for Seasonality That Persists
Sep 4
•
Alina Khay
25
August 2025
Profiting from Information Asymmetry
How Quants Monetize Information Inneficiencies
Aug 29
•
Alina Khay
29
Using Sentiment Data to Forecast S&P 500 Returns
How Behavioral Signals Become Tradable in Quantitative Practice
Aug 19
•
Alina Khay
46
A Systematic Volume Edge for Spotting Conviction in Bitcoin Trades
Price Shows the Move. Volume Reveals the Intent.
Aug 8
•
Alina Khay
44
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
•
Alina Khay
54
4
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
•
Alina Khay
29
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
•
Alina Khay
29
The Power of Exponential Thinking
Why linear models fail in nonlinear markets—and what to do instead.
Jul 8
•
Alina Khay
42
3
June 2025
Mastering the Tri-Timeframe Trend-Following System
A Quantitative Approach to Trade With the Flow, Not Against It
Jun 28
•
Alina Khay
24
1
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
•
Alina Khay
21
Top Liquidity Indicators That Predict Bitcoin’s Price and Volatility Moves
Bitcoin doesn’t trade on fairy dust. It trades on liquidity.
Jun 13
•
Alina Khay
17
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
•
Alina Khay
12
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