Welcome,
I write about the forces that move markets and the mechanisms beneath them.
Core Positioning
My work covers the full causal chain: from the macro environment and geopolitical shocks that set the stage, to the structural and behavioral forces that translate those conditions into price action, liquidity shifts, and volatility regimes. I follow how things connect — how a policy shift becomes a flow, how a flow becomes a positioning extreme, how a positioning extreme becomes a trade.
Rather than reacting to events, I study why markets price them the way they do.
Research Philosophy
High-Quality Research. No Hype.
Every piece is grounded in data and financial logic — designed to cut through narrative and surface what actually drives prices. Whether you’re allocating capital, managing risk, or building systematic strategies, the goal is the same: clarity over noise.
Paid subscribers get exclusive access to deep-dive research, a downloadable strategy guide, and a curated quant toolkit built for traders who take their edge seriously.
Connect and Collaborate
This space attracts professionals who care about rigor, clarity, and real results. If you're coming from LinkedIn or elsewhere and want to engage with research-driven ideas, stress-test strategies, or exchange perspectives — you're in the right place.
1:1 Call with Me
Sometimes you need more than articles—you need a focused conversation tailored to your exact situation. In this 50-minute private session, we’ll work through your goals, challenges, and opportunities in real time.
You’ll leave with clear, actionable next steps with solutions you can apply right away.
Markets rarely move on narratives alone.
They move on positioning, liquidity, and constraints beneath the surface.
My work makes that structure visible.
- Alina Khay
