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Measuring Environmental Impact of Streaming
Device-level environmental analytics for streaming at massive scale, with dashboards for operational decision-making.
The problem
No one was tracking the carbon footprint of digital streaming at device-level granularity.
The challenge was building a credible model and pipeline across a distribution network of 1M+ user devices.
What I built / changed
- Pioneered a model to measure environmental impact across a streaming distribution network.
- Built the end-to-end analytics pipeline.
- Created Grafana dashboards for real-time visualization.
- Enabled content providers to make data-driven sustainability decisions.
Result
Industry-first environmental analytics with unprecedented detail.
Stack / concepts
Big DataGrafanaAnalytics
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