- Design data pipelines to pull, store, and structure performance, sales, and engagement data from TikTok, Meta, and other platforms.
- Build LLM analysis layers using Gemini and Claude for automated video tagging and structured generation.
- Implement semantic search using pgvector to enable queryable creative intelligence.
- Connect viral organic references, ad metrics, and creator history into a unified queryable system.
- Develop tools for creator-performance matching to inform casting decisions.
- Own full-stack feature development using Django, HTMX, and Tailwind CSS.
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