Build the data and AI backbone from scratch for a livestream shopping and social marketplace platform: automated audience pipelines into marketing platforms, behavior-based lifecycle triggers and recommendation logic, and production-ready LLM/AI agents. Core stack is production-grade Python, SQL, OLAP warehouses (ClickHouse/BigQuery/Snowflake), and event-tracking tools.
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