Lead architecture and implementation of core AI systems for a consumer-scale language-learning companion: long-term memory, personalization, real-time speech/ASR, low-latency conversation systems, evaluation and experimentation, and metrics tying intelligence to user retention. Own roadmap and hire/build the AI team.