Build and maintain shared Python services, frameworks, data pipelines, and APIs powering AI products. Design scalable AWS-based SaaS platforms, data ingestion and processing systems, and integrations with internal and third-party services. Improve platform security, observability, testing, CI/CD, documentation, and monitoring while collaborating with product teams and mentoring engineers.

Design and build production-grade AI platform capabilities for agent-based products. Develop multi-agent prompts, orchestration patterns, tool and function-calling integrations, APIs, testing strategies, evaluation tooling, and solution designs. Select and optimize models and frameworks for quality, latency, scalability, and cost. Monitor and improve agents in production, integrate them end to end, develop prototypes, and collaborate with platform and product engineers on reliable user-facing experiences.