Hi,
I've been obsessed with financial markets for over a decade — not the tips, not the noise, but the underlying mechanics: why certain patterns repeat, which strategies survive across market regimes, and what the data actually says when you strip away the narrative.
My background is in engineering and data analysis, which means I came to markets through systems thinking rather than gut feel. That lens changed everything. A strategy isn't an opinion — it's a hypothesis with testable rules, defined exits, and a measurable edge. I build and break them constantly.
Signal to Alpha is where I publish that work. Every post starts with a question, builds a framework, and shows the full backtest — including the ugly parts. No cherry-picked results, no survivorship bias, no noise.
What I focus on
- Systematic strategies — rules-based, fully defined, zero discretion
- Backtesting methodology — avoiding the traps that make results look better than reality
- Risk-adjusted thinking — because returns without context are meaningless
- Market structure — momentum, mean reversion, seasonality, and when they break down
- Portfolio construction — position sizing, correlation, and drawdown management