From Scripts to Signals: Nikit Shingari’s Journey into Algorithmic Trading
In a world where markets move in milliseconds and data dictates decisions, the blend of technology and trading is no longer optional it's essential. For Nikit Shingari , also known online as Nik Shingari , this convergence of logic, code, and capital became the perfect playground to engineer a unique career path. His journey from writing basic scripts to generating real-time trading signals is a story of curiosity, persistence, and evolution. The Turning Point: From Curiosity to Code Like many in finance and tech, Nikit Shingari’s journey didn’t begin in a hedge fund or a trading floor it began with a question: “Can I build something that trades better than humans?” With a background in programming and a deepening interest in market mechanics, Nik began exploring financial data analysis in Python. What started as a few lines of code to analyze historical prices soon evolved into full-fledged scripts capable of identifying patterns and executing trades. Building the First Trading ...