19-22 March
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Wednesday, March 20 • 17:25 - 18:00
The Data Pipelines Behind Forest Carbon Credits – Why Pachama Uses Flyte to Orchestrate Workflows - Bernhard Stadlbauer, Pachama

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Navigating the current landscape of carbon credit projects demands a commitment to transparency and openness in carbon credit computation methods, particularly in the face of growing skepticism towards forest-based initiatives. The essence of trust lies in establishing a clear data lineage, tracing the journey from earth observations, such as satellite imagery, all the way to the generation of carbon credits. This talk is a case study on how Pachama uses Flyte — a Kubernetes-native workflow orchestrator — to handle complex data and machine learning pipelines. Key highlights of this session include: 1. Introduction to Flyte 2. Flyte's Workload Management in Kubernetes 3. Pachama's Flyte Configuration 4. Lessons Learned and Common Pitfalls 5. Comparison to Other Orchestrators Such As Argo or Kubeflow

avatar for Bernhard Stadlbauer

Bernhard Stadlbauer

Staff Data Engineer, Pachama
Bernhard works as a Staff Data Engineer at Pachama, focusing on bringing transparency to the Forest Carbon market. With a genuine love for open source, he actively contributes to the technical steering committee for Flyte, a Kubernetes Native workflow orchestrator. Outside of work... Read More →

Wednesday March 20, 2024 17:25 - 18:00 CET
Pavilion 7 | Level 7.1 | Room C
  ML/AI + Data Processing + Storage