Own and deliver end-to-end production solutions: gather requirements, design architecture, implement frontend/backend/data, orchestrate LLMs/agents, perform production cutover, and define metrics. Interface with business stakeholders and operate in ambiguous, time-sensitive field contexts.

Build and own end-to-end production software from prototype to launch: frontend (React/TypeScript), backend (Python, APIs, Postgres), data models, integrations, LLM orchestration, deployment, and operational reliability for LLM-powered applications.

Lead the frontend of a proprietary AI platform: design and build reusable components, craft interaction patterns and workflows, prototype and deliver polished, high-performance UI experiences, and maintain platform building blocks for customer projects.