You have 7+ years of software engineering experience: At least 3 years building production AI systems. Not prototypes - systems that handle real traffic at scale.
You’ve shipped production AI: Not notebooks. Not demos. Systems that handle real traffic, break in unexpected ways, and teach you things papers didn't mention.
You operate across paradigms: You are comfortable with SQL and with prompt engineering. You pick the right tool, not your favourite tool.
You lead through uncertainty: When the path isn't clear, you facilitate the problem-solving discussions that get the team moving.
You think in systems: You see the structural flaws behind the symptoms. You don't just optimise code; you optimise how the organisation solves problems.
Tech stack
Languages: Python, TypeScript
AI/ML: OpenAI APIs, Anthropic APIs, LangGraph, Custom ML Pipelines