Build end-to-end consumer web and mobile features, from prototypes to production, integrating frontend interfaces with backend APIs and AI workflows. Collaborate with design, product, and platform teams to ensure quality, scalability, observability, and delightful user experiences while shaping early engineering culture and product development rhythms.

Design and build the intelligence layer: retrieval and memory systems, RAG pipelines, feedback and evaluation loops, RL and fine-tuning experiments, LLM integration, observability for AI performance, and collaborate to productize AI features.