Working through the full stack of building a quantitative trading bot powered by algorithmic strategies. The development cycle is intense—optimizing strategy parameters, backtesting across multiple market conditions, and refining execution logic. Every detail matters when you're chasing consistent alpha. Custom strategy implementation adds another layer of complexity, but that's where real edge comes from. The grind is real, but getting a bot that actually performs makes it worth it.