I entered the crypto space [4 years ago / back in 2022] with a strong drive to understand what actually moves liquidity beneath the surface. Moving past retail noise, I focused on data-driven trading, DeFi mechanics, and market microstructure. Over time, my journey evolved from manual execution to building custom data parsers, quantitative tools, and specialized indicators to systematically track smart money flow and market regimes.I bridge deep market acumen with modern technical execution. I don't just rely on standard indicators—I analyze raw order flow (footprint, delta, order book depth), evaluate derivatives sentiment (open interest, funding rates), and validate market cycles with on-chain data (MVRV, NUPL). Leveraging Python alongside AI-assisted development workflows, I can rapidly build custom analytics tools, parse complex datasets, and turn market edge into executable strategies.
How do you make a small fortune in crypto? You start with a large one.