Design, develop, and scale mission-critical backend applications and distributed services. Build Python and Celery services, FastMCP services, Docker Swarm environments, and horizontally scalable architectures. Optimize Couchbase and NoSQL data systems, troubleshoot Linux-based distributed environments, and apply cloud-native AWS practices. Collaborate cross-functionally to deliver secure, reliable solutions while using spec-driven development and AI coding tools.

Leads corporate FP&A and strategic finance, including annual planning, long-range forecasting, financial modeling, business reviews, SaaS metrics, board and investor reporting, and executive decision support. Partners across the organization to improve profitability, accountability, reporting, systems, and financial processes. Oversees finance transformation, automation, governance, and a small finance team while supporting fundraising, M&A, refinancing, and other strategic transactions.