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20 changes: 10 additions & 10 deletions content/en/events/upcoming-events/gsoc-2026.md
Original file line number Diff line number Diff line change
Expand Up @@ -162,7 +162,7 @@ Tracking issue: [kubeflow/katib#2605](https://github.com/kubeflow/katib/issues/2
* Experience with HPO frameworks

---
## Project #: End-to-End ARM64 Support & Validation on Kubeflow
## Project 3: End-to-End ARM64 Support & Validation on Kubeflow

**Components:** Manifests (Platform), Kubeflow Pipelines (KFP), Katib, Notebooks, Trainer

Expand Down Expand Up @@ -231,7 +231,7 @@ Scope & Deliverables



### Project 3: KServe Models Web Application
### Project 4: KServe Models Web Application

**Components:** Kserve, Kubeflow Common Library, Kubeflow Dashboard

Expand All @@ -254,7 +254,7 @@ This project modernizes the KServe Models Web Application by upgrading Angular f
- Docker and CI/CD
- Kubeflow / KServe (preferred)

### Project 4: Platform Scalability and Security
### Project 5: Platform Scalability and Security

**Components:** Kubeflow Manifests, Kubeflow Pipelines, Kubeflow Training Operator

Expand Down Expand Up @@ -294,7 +294,7 @@ Using "Kubernetes user namespaces" for PSS baseline in the level in PSS restrict
- Networking
- Linux Security

### Project 5: Helm Charts
### Project 6: Helm Charts

**Components:** Kubeflow Manifests, Kubeflow Pipelines, Kubeflow Katib

Expand Down Expand Up @@ -327,7 +327,7 @@ This will therefore also include working with maintainers of other components su
- Bash
- Community Coordination

### Project 6: MCP Server for Kubeflow SDK
### Project 7: MCP Server for Kubeflow SDK

**Components:** [kubeflow/sdk](https://github.com/kubeflow/sdk), [kubeflow/trainer](https://github.com/kubeflow/trainer)

Expand Down Expand Up @@ -367,7 +367,7 @@ Tracking issue: https://github.com/kubeflow/sdk/issues/238
- Understanding of the Kubeflow Ecosystem and basic Kubernetes concepts.
- Engage and contribute to Kubeflow community on Slack and GitHub.

### Project 7 : Integrate Kubeflow SDK with OpenTelemetry
### Project 8 : Integrate Kubeflow SDK with OpenTelemetry

**Components:** [kubeflow/sdk](https://www.github.com/kubeflow/sdk)

Expand Down Expand Up @@ -431,7 +431,7 @@ Bonus requirement to complete
- Distributed systems and observability concepts
- Kubernetes and CRDs

### Project 10: Dynamic LLM Trainer Framework for Kubeflow
### Project 9: Dynamic LLM Trainer Framework for Kubeflow

**Components:**
[kubeflow/trainer](https://www.github.com/kubeflow/trainer),
Expand Down Expand Up @@ -483,7 +483,7 @@ Tracking issue: [kubeflow/trainer#2839](https://github.com/kubeflow/trainer/issu
* Understanding of distributed training concepts
* Interest in API and framework design

### Project 11: Composable Kale Notebooks with Visual Pipeline Editor
### Project 10: Composable Kale Notebooks with Visual Pipeline Editor

**Components:** Kubeflow Kale

Expand Down Expand Up @@ -534,7 +534,7 @@ Notebook workflows are commonly split across multiple files. Without visual comp
- Experience or interest in working within established UI frameworks
----

### Project 12: Kubeflow SDK/SparkClient - Batch Jobs, Observability & Production Readiness
### Project 11: Kubeflow SDK/SparkClient - Batch Jobs, Observability & Production Readiness

**Components:** [kubeflow/sdk](https://www.github.com/kubeflow/sdk) (SparkClient), [kubeflow/spark-operator](https://www.github.com/kubeflow/spark-operator)

Expand Down Expand Up @@ -611,7 +611,7 @@ Tryout reading and connecting to data warehouse and data lakehouse:

----

### Project 13: Kubeflow Pipelines - Enhance Support for Pod Lifecycle Failure
### Project 12: Kubeflow Pipelines - Enhance Support for Pod Lifecycle Failure
**Component:**
[kubeflow/pipelines](https://www.github.com/kubeflow/pipelines)

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