- Discover high-value product and operational problems by working directly with stakeholders.
- Design and ship customer-facing AI features and internal automations across lead quality, matching, and operations.
- Build agents and workflows that safely integrate tools, APIs, databases, and communication channels.
- Create evaluation datasets and automated checks to measure accuracy, latency, and costs.
- Investigate real production failures and refactor systems for reliability.
- Turn successful solutions into reusable components and patterns for future niches.
- Own architecture, security, and business outcomes for shipped features.