TikTok Virality Tracker

Problem

[PLACEHOLDER — replace with the real problem statement: what business question this pipeline answered, who used the reporting, and why the existing process wasn't good enough.]

Approach

[PLACEHOLDER — replace with the real architecture description: how data moved from TikTok into EC2/S3/SQLite, how Pandas was used to transform it, and what the reporting cadence looked like.]