4–6 years of experience as a Full Stack Engineer Expert familiarity with Javascript / Typescript, React / Next.js / Remix, Node / Express / Fastify, Python / FastAPI / Django, React Native / Flutter / Swift / Kotlin Proven experience shipping production software across the stack with real users A track record of building AI-powered features such as information extraction, chatbots, document construction, search, and data normalization Familiarity with prompt engineering and structured experimentation workflows Comfort working with at least one major cloud provider (GCP, AWS, Azure), especially data tools like BigQuery, SageMaker, and ETL frameworks Previous experience in consulting or contracting roles, with the ability to manage client expectations, communicate with both technical and non-technical stakeholders, and navigate different industries