Srinithin Jayabal is the Founder and CEO of XaasIO Group, focused on building sovereign, open-source infrastructure platforms for private and hybrid cloud and AI. He works on architectures spanning Kubernetes, OpenStack, Ceph, and modern MLOps stacks, helping enterprises and public-sector organizations modernize from proprietary platforms to upstream-first foundations. His interests include AI infrastructure, multi-cluster operations, observability, and building “hyperscaler-like” developer experiences on customer-owned infrastructure.

Presentations

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Building an Open-Source AI Factory with Upstream Projects - A Primer

This session presents a practical blueprint for building a SageMaker-like AI Factory using only upstream open source projects. 

We walk through a complete architecture that combines Kubernetes, Kubeflow, MLflow, KServe, vLLM, and a modern Cloudscape-based console, secured with Keycloak and FreeIPA for enterprise-grade IAM and SSO. 

On the data side, we leverage Ceph, Apache Iceberg/Hudi, Kafka, Spark/Flink, and Feast to create a robust lakehouse and feature platform. We then show how to orchestrate the full ML lifecycle—from data ingestion and feature engineering to training, model registry, deployment, monitoring, and cost visibility—using GitOps, Prometheus/Grafana, OpenCost, and policy-as-code. 

Attendees will leave with a clear, vendor-neutral reference architecture and a concrete checklist of upstream components to assemble their own open, portable, and sovereign AI Factory across on-prem, cloud, and edge environments.

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