Lead backend and generative-AI development: build agentic orchestration and durable AI workflow engines, architect scalable Python/TypeScript backend systems, own agentic coding pipelines and Spec-Driven Development, ship multiple substantial features weekly, collaborate on technical direction, review teammates' work, and ensure reliability, evaluation, and versioned prompt chains for edtech products.

Design and implement an end-to-end generative AI video pipeline that converts lesson specs into inspected, versioned videos. Build agentic orchestration, programmatic animation, TTS narration, evaluation/judging systems, symbolic verification of worked examples, and scalable Python/TypeScript media infrastructure.

Own iteration and development of an AI-powered mastery-assessment product: set vision and roadmap, run teacher research, produce Figma wireframes/prototypes, define KPIs and rollout criteria, manage sprint cadence and cross-team launches, coordinate go-to-market and district rollout requirements, and build product-management practices across the organization.