Carbon Watch
Linked satellite, drone, and ground-truth data into a carbon assessment engine with automated reporting.
AWS LambdaSageMakerPostGISRaster AnalyticsCloudWatch
Problem → Outcome
Architected a serverless, multi-hop pipeline across Lambda, SageMaker, and PostGIS to transform heterogenous geospatial data into carbon readiness assessments. Built observability around data quality, latency, and inference drift.
- Unified ingestion for vector + raster layers with schema validation and metadata lineage.
- Deployed inference endpoints with canary rollouts and automated retraining triggers.
- Delivered executive dashboards with live KPIs for forest health and carbon baselines.