Embed → build → automate → hand over. I'm a Data Scientist who builds production AI and quant models for a live trading desk — deep reinforcement learning, neural networks and LSTM, on-chain DeFi, and LLM agents — then I sit with the non-technical teams who use them, build the tool around their real workflow, automate the manual grind, and teach them to run, validate and extend it with AI. The work multiplies across the team instead of creating a dependency on me.