Cedric Clyburn

Supercharge your cloud-native applications with Generative AI

What if your AI knew your company's private data? Learn how to build cost-effective, enterprise-aware models using the RAG pattern.

Supercharge your cloud-native applications with Generative AI
#1about 7 minutes

The developer's journey for building AI applications

An overview of the AI application lifecycle from prototyping to production and the advantages of using local models for cost, data privacy, and customization.

#2about 10 minutes

Prototyping AI applications locally with Podman AI Lab

A hands-on demonstration of using Podman AI Lab to run local models, start applications from recipes, and integrate AI into both Python and Java code.

#3about 5 minutes

Using RAG to enhance models and scale to production

An explanation of the Retrieval-Augmented Generation (RAG) pattern for adding custom data to models and an overview of the MLOps stack needed for enterprise deployment.

#4about 11 minutes

Deploying a RAG-enabled chatbot on a Kubernetes platform

A complete walkthrough of deploying a RAG-enabled application, including ingesting documents into Elasticsearch, serving a model, and running the final container on OpenShift AI.

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Matching moments

Increasing the value of talk recordings post-event
04:57 MIN

Increasing the value of talk recordings post-event

Cat Herding with Lions and Tigers - Christian Heilmann

Organizing a developer conference for 15,000 attendees
01:32 MIN

Organizing a developer conference for 15,000 attendees

Cat Herding with Lions and Tigers - Christian Heilmann

Why corporate AI adoption lags behind the hype
03:28 MIN

Why corporate AI adoption lags behind the hype

What 2025 Taught Us: A Year-End Special with Hung Lee

The future of recruiting beyond talent acquisition
03:15 MIN

The future of recruiting beyond talent acquisition

What 2025 Taught Us: A Year-End Special with Hung Lee

Moving beyond headcount to solve business problems
04:27 MIN

Moving beyond headcount to solve business problems

What 2025 Taught Us: A Year-End Special with Hung Lee

Incentivizing automation with a 'keep what you kill' policy
05:18 MIN

Incentivizing automation with a 'keep what you kill' policy

What 2025 Taught Us: A Year-End Special with Hung Lee

Automating formal processes risks losing informal human value
03:48 MIN

Automating formal processes risks losing informal human value

What 2025 Taught Us: A Year-End Special with Hung Lee

Rapid-fire thoughts on the future of work
02:44 MIN

Rapid-fire thoughts on the future of work

What 2025 Taught Us: A Year-End Special with Hung Lee

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From learning to earning

Jobs that call for the skills explored in this talk.

Generative AI Engineer

Generative AI Engineer

Generative Ai Engineer83zero Limited
Glasgow, United Kingdom

£80-88K
GIT
Azure
NoSQL
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