# \[GSoC 2025 Proposal\] Ryan Jacobs - AI-Powered Chatbot for Quick Access to Jenkins Resources

**URL:** <https://community.jenkins.io/t/gsoc-2025-proposal-ryan-jacobs-ai-powered-chatbot-for-quick-access-to-jenkins-resources/29089>\
**Category:** GSoC\
**Created:** [March 30, 2025, 2:03am UTC](https://community.jenkins.io/t/gsoc-2025-proposal-ryan-jacobs-ai-powered-chatbot-for-quick-access-to-jenkins-resources/29089 "2025-03-30T02:03:17Z")\
**Posts on this page:** 3\
**Page:** 1

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**Author:** ![ryjac](https://dub1.discourse-cdn.com/flex013/user_avatar/community.jenkins.io/ryjac/32/14023_2.png) [@ryjac](https://community.jenkins.io/u/ryjac)\
**Post date:** [March 30, 2025, 2:03am UTC](https://community.jenkins.io/t/gsoc-2025-proposal-ryan-jacobs-ai-powered-chatbot-for-quick-access-to-jenkins-resources/29089/1 "2025-03-30T02:03:17Z")

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**Hey Jenkins Community,**

I’m **Ryan Jacobs** , a recent Computer Science graduate (class of 2024) with a strong interest in Gen-AI, developer tools, and cloud-native infrastructure. I’ve submitted my proposal for the **[AI-Powered Chatbot for Quick Access to Jenkins Resources](https://www.jenkins.io/projects/gsoc/2025/project-ideas/ai-powered-chatbot-for-quick-access-to-jenkins-resources/)** project for **Google Summer of Code (GSoC) 2025**.

**About Me:**

**Gen-AI & NLP Experience:** I recently built a commercial proof of concept for an AI chatbot that analyzes AWS CodeDeploy logs using **Amazon Bedrock** , **OpenSearch** , **Titan Embeddings** , and **Retreival-Augmented Generation (RAG)** to provide **Natural Language Processed (NLP)** context-aware responses.

**Cloud & Automation Engineer:** I’ve deployed serverless Jenkins on **AWS ECS Fargate** , created CI/CD pipelines with AWS infrastructure as code, and developed tools to automate DevOps workflows.

**Open Source:** I have limited experience contributing to open-source projects such as **Questie** and **sanity-plugin-tags** , and I’ve wrote a couple technical blog posts for the **AWS Community**. I’m eager to gain more hands-on experience with open-source..

I’m really looking forward to collaborating with mentors and contributors to explore how conversational AI can make Jenkins more approachable and efficient for users of all levels.

Looking forward to feedback and conversations with the community!

**Best regards,**  
Ryan Jacobs

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**Author:** ![poddingue](https://dub1.discourse-cdn.com/flex013/user_avatar/community.jenkins.io/poddingue/32/985_2.png) [@poddingue](https://community.jenkins.io/u/poddingue)\
**Post date:** [March 31, 2025, 5:24pm UTC](https://community.jenkins.io/t/gsoc-2025-proposal-ryan-jacobs-ai-powered-chatbot-for-quick-access-to-jenkins-resources/29089/2 "2025-03-31T17:24:48Z")

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Hello and welcome to this community, @ryjac. 👋

Did you submit your draft proposal through [our form](https://forms.gle/bi4dV7SuNnKF6rDW6)?

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**Author:** ![ryjac](https://dub1.discourse-cdn.com/flex013/user_avatar/community.jenkins.io/ryjac/32/14023_2.png) [@ryjac](https://community.jenkins.io/u/ryjac)\
**Post date:** [March 31, 2025, 7:01pm UTC](https://community.jenkins.io/t/gsoc-2025-proposal-ryan-jacobs-ai-powered-chatbot-for-quick-access-to-jenkins-resources/29089/3 "2025-03-31T19:01:10Z")

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Thanks for the welcome!

Apologies, I thought I did but it must have not gone through. I just re-submitted the draft proposal through your form.