Linitics, Author at Linitics

Quantitative Trading for Individuals: What Actually Scales

Most individual traders ask the wrong question. “How do I trade like a hedge fund?” The better question is: “What […]

Most quant strategies fail not because they are wrong. They fail because they are too large. In systematic trading, the

Returns attract attention. Drawdowns determine survival. In quantitative trading, performance is not defined by peak returns — but by the

April 28, 2026 / Strategy Research

Backtests create confidence. Markets remove it. One of the most misunderstood realities in quantitative trading is that financial markets are

April 28, 2026 / Strategy Research

A quant strategy working at small capital is not proof of edge. It is proof of possibility. The real test

April 15, 2026 / Strategy Research

Understanding Markets Through Structure, Not Noise In most trading approaches, the focus is on prediction—what will happen next. But markets

April 15, 2026 / Strategy Research

Quantitative strategies do not fail suddenly. They evolve — and eventually decay. Understanding this lifecycle is essential for anyone attempting

Backtests rarely fail. Live trading often does. The transition from research environment to production capital deployment is where many quantitative

April 15, 2026 / Strategy Research

Overfitting is the silent killer of quantitative trading. Most failed strategies do not collapse because the idea was flawed.They collapse