Internal system
Multi-Client Ad Management Panel
A reporting system that gathers multiple clients' ad data into one panel and recomputes findings from raw data.
Campaign and performance data passes through a schema validator; on inconsistency the panel stops rather than showing something wrong. A separate scraping pipeline supports competitor analysis, with raw outputs stored alongside a provenance note. Panel output is evidenced across four viewport widths and two themes. Every write is separately gated: campaigns are created paused, and going live is approved each time.
Highlights
- A schema validation gate — malformed data never enters
- Findings recomputed from raw data
- Evidence across four widths and two themes
- Local-only access — the panel is never exposed
- Client
- Internal system
- Year
- 2026
- Technologies used
- PythonHTTPData pipelineSchema validation
Live address not shared
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