OptimizationJob CRD for Hyperparameter Optimization in Kubeflow Katib
Contributor: Aniket Shaha
This project addresses limitations in Kubeflow Katib current Experiment CRD, which uses a generic and loosely typed interface for hyperparameter...
Infrastructure and cloud
Kubeflow
The Machine Learning Toolkit for Kubernetes (AI)
Technologies
GokubernetesPythonTypeScriptYAML
Topics
artificial intelligencekubernetesmachine learning
- Total projects
- 30
- Years participating
- 4
- Most recent
- 2026
Participation history
Historical projects
Project 5: Helm Charts for Kubeflow Pipelines and Katib — Danish Siddiqui
Contributor: danish9039
KFP and Katib users deploying via Helm currently have no upstream-supported path — charts exist but drift from Kustomize baselines silently, with no...
Project 6: MCP Server for Kubeflow SDK
Contributor: Krishna-kg732
The Kubeflow SDK gives AI practitioners a clean Python interface to submit, monitor, and manage distributed training jobs on Kubernetes via...
Agentic RAG on Kubeflow — Multi-Index Retrieval with Kagent & MCP
Contributor: Rohit Kumar (Kmrrohit)
Kubeflow's documentation, GitHub issues, and platform code are spread across dozens of repositories with no unified search. This project evolves...
Kubeflow SDK/SparkClient - Batch Jobs, Observability & Production Readiness
Contributor: Sameer_Yadav
The current Kubeflow SparkClient (KEP-107) provides a solid foundation for running interactive Spark workloads on Kubernetes, but it is still missing...
Platform Scalability and Security
Contributor: siddhant_jainn
Kubeflow's adoption at enterprise scale exposes critical bottlenecks in controller efficiency, security posture, and operational overhead. This...
End-to-End ARM64 Support & Validation on Kubeflow
Contributor: Syed Mohd Maaz
ARM64 is becoming increasingly common with the rise of Apple Silicon and cloud instances like AWS Graviton, but Kubeflow still doesn’t run...
Project 11 - Composable Kale Notebooks with Visual Pipeline Editor
Contributor: Yash_vrd
Kale compiles a single Jupyter notebook into a Kubeflow Pipeline by parsing cell tags, detecting data dependencies with PyFlakes, and generating KFP...
Dynamic LLM Trainer Framework for Kubeflow — TRL Backend with Pluggable Multi-Framework Support
Contributor: Yassin Hashem
Kubeflow Trainer V2 currently supports only TorchTune as its LLM fine-tuning backend. TorchTune stopped adding new features in July 2025, leaving...
Project 7: GPU Testing for LLM Blueprints
Contributor: Akash Jaiswal
This project aims to use self-hosted runners to run GPU-intensive tasks like LLM blueprint or (planned) AI Playground. The necessary infra is...
Project 5: JupyterLab Plugin for Kubeflow
Contributor: Amrit_Kumar
This project addresses the issue of fragmented tools within the Kubeflow ecosystem, specifically Elyra, Kale, and Jupyter Scheduler, which...
Project3: Istio CNI and Ambient Mesh for Secure Kubeflow Deployments
Contributor: Ayush Gupta (Madmecodes)
This project aims to enhance Kubeflow's security posture by implementing Istio CNI by default and providing an optional Ambient Mesh configuration....
Batch Processing Gateway Integration
Contributor: Fellipe Resende
Jupyter Notebooks provide a powerful, interactive environment widely used by data scientists and ML engineers for exploratory analysis,...
Project 2: Kserve Models Web App
Contributor: Harshit Nayan
The KServe Models Web App is a crucial front-end interface for managing ML models deployed through KServe, a core component of Kubeflow. However, the...
Project 1: Kubeflow Platform Enhancements
Contributor: Harshvir Potpose
This project aims to enhance Kubeflow’s infrastructure by productionizing the SeaweedFS proof of concept as a secure alternative to MinIO, improving...
Deploying Kubeflow with Helm
Contributor: Kunal Dugar
The proposed project aims to bridge a critical gap in the Kubeflow ecosystem by introducing robust Helm-based deployment support. While Kustomize has...
Project 8: Support JAX and TensorFlow Training Runtimes
Contributor: Mahdi Khashan
This project implements key components of KEP-2170, introducing the Kubeflow Training V2 API. Specifically, it focuses on creating the...
Project 12: Empowering Kubeflow Documentation with LLMs
Contributor: Santhosh Toorpu
refer notion site for better view :...
Project 10: Support Volcano Scheduler in Kubeflow Trainer
Contributor: Xinmin Du
This document outlines a proposal to support Volcano for gang-scheduling in Kubeflow Trainer, so as to provide users with more AI-specific scheduling...
Project 11: Support Postgres for Kubeflow Pipelines Backend
Contributor: Yunkai Li
Kubeflow Pipelines (KFP) currently only supports MySQL/MariaDB databases, creating a significant limitation for many organizations that standardize...
Push-based Metrics Collection for Katib (Project 6)
Contributor: Shao Wang
The project aims to provide a Python SDK API interface for users to push metrics to Katib DB directly. The current implementation of Metrics...
Automated Documentation Generation for Kubeflow Python SDKs Project Proposal
Contributor: SIVASUBRAMANIAM L
This proposal aims to automate the generation of comprehensive documentation for Kubeflow Python SDKs, specifically focusing on the Training Operator...
(Project Proposal) Project 8: Support various parameter distributions like log-uniform in Katib
Contributor: Shashank Mittal
The goal of this project is to enhance the Katib Experiment APIs to support various parameter distributions such as uniform, log-uniform, and...
Integrate JAX with Kubeflow Training Operator
Contributor: Sandipan Panda
The machine learning (ML) community is continually seeking ways to streamline the process of training and deploying models. JAX, with its...
Kubeflow Notebooks 2.0
Contributor: Adem Baccara
This proposal aims to introduce a new Kubernetes controller for Kubeflow Notebooks. The implementation of this project will significantly enhance the...
LLM Hyperparameters Tuning API Proposal (Project 4)
Contributor: Hezhi Xie
This proposal aims to address the challenge of tuning hyperparameters for Large Language Models (LLMs) by developing a user-friendly high-level API....
Triage and Categorize Kubeflow GitHub Issues & PRs
Contributor: Hansini Karunarathne
The main goal of the project is to find a solution to categorize issues and PRs in the Kubeflow Github repository. There are a lot of issues and PRs...
Rootless Kubeflow Container Images(Istio Ambient Mesh)
Contributor: Biswajit Pattnaik
My proposal aims to test and integrate the featues of Istio-CNI and Kubernetes' Pod Security Standards that are require to run Kubeflow rootless as...
Build a UI to Deploy Managed Tensorboard Instances with Support for PVCs
Contributor: Kostas Andriopoulos
Many Data Scientists have their data saved in a PersistentVolumeClaim accessed by their Notebooks. So it would be helpful and greatly improve...
Create a sample for notebook to Kubeflow deployment using TensorFlow 2.0 Keras
Contributor: Yash Jakhotiya
Kubernetes is already an industry-standard in managing cloud resources. Kubeflow is on its path to become an industry standard in managing machine...