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Jesse Williams

Founder/Operator; Dad x3; Exits x4; Ex AWS, Docker, RedHat; COO, Jozu; KitOps contributor; Building things I love with the people I enjoy.

Work

COO at Jozu / Founder at Stori

Six Year Club
2 Week Community Wellness Streak
Five Year Club
1 Week Community Wellness Streak
Writing Debut
Four Year Club
Three Year Club
Two Year Club
One Year Club
Scalable ML Deployments Made Simple with KitOps and Kubernetes (No Hardware Required)
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Scalable ML Deployments Made Simple with KitOps and Kubernetes (No Hardware Required)

15
Comments
20 min read

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Why Your Prompts Need Version Control (And How ModelKits Make It Simple)
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Why Your Prompts Need Version Control (And How ModelKits Make It Simple)

11
Comments 1
5 min read
Deploying Jozu On-Premise: Architecture & Workflow Overview
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Deploying Jozu On-Premise: Architecture & Workflow Overview

15
Comments
3 min read
From Hugging Face to Production: Deploying Segment Anything (SAM) with Jozu's Model Import Feature
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From Hugging Face to Production: Deploying Segment Anything (SAM) with Jozu's Model Import Feature

21
Comments
9 min read
The Best ML Model Archiving Tool: Why Jozu and KitOps Are Built for the Job

The Best ML Model Archiving Tool: Why Jozu and KitOps Are Built for the Job

7
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3 min read
Stop Supply Chain Attacks Before They Start, Cut Release Time by 42%, and New Jozu Features
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Stop Supply Chain Attacks Before They Start, Cut Release Time by 42%, and New Jozu Features

21
Comments
2 min read
How to Generate an AI SBOM, and What Tools to Use
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How to Generate an AI SBOM, and What Tools to Use

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Comments 3
5 min read
Build Bulletproof ML Pipelines with Automated Model Versioning
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Build Bulletproof ML Pipelines with Automated Model Versioning

16
Comments 2
11 min read
Streamlining ML Workflows: Integrating KitOps and Amazon SageMaker
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Streamlining ML Workflows: Integrating KitOps and Amazon SageMaker

41
Comments 4
7 min read
Migrating From DVC to KitOps
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Migrating From DVC to KitOps

11
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6 min read
KitOps: Bringing DevOps Discipline to Machine Learning Artifacts

KitOps: Bringing DevOps Discipline to Machine Learning Artifacts

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Comments 2
3 min read
Jozu Hub–Your private, on-prem Hugging Face registry
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Jozu Hub–Your private, on-prem Hugging Face registry

41
Comments
5 min read
Advanced LLM Security Best Practices You Must Know
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Advanced LLM Security Best Practices You Must Know

44
Comments 1
6 min read
Automating ML Pipeline with ModelKits + GitHub Actions
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Automating ML Pipeline with ModelKits + GitHub Actions

20
Comments
8 min read
10 Must-Know Open Source Platform Engineering Tools for AI/ML Workflows
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10 Must-Know Open Source Platform Engineering Tools for AI/ML Workflows

110
Comments 1
6 min read
Deploying ML projects with Argo CD
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Deploying ML projects with Argo CD

63
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9 min read
Accelerating ML Development with DevPods and ModelKits
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Accelerating ML Development with DevPods and ModelKits

47
Comments
6 min read
Why We Need Purpose-Built Platform Engineering Tools for AI/ML
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Why We Need Purpose-Built Platform Engineering Tools for AI/ML

16
Comments
6 min read
AIOps, DevOps, MLOps, LLMOps – What’s the Difference?
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AIOps, DevOps, MLOps, LLMOps – What’s the Difference?

38
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8 min read
Understanding the MLOps Lifecycle
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Understanding the MLOps Lifecycle

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9 min read
Platform Engineering vs. MLOps: Key Comparisons
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Platform Engineering vs. MLOps: Key Comparisons

28
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5 min read
How to Turn Your OpenShift Pipelines Into an MLOps Pipeline
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How to Turn Your OpenShift Pipelines Into an MLOps Pipeline

61
Comments
9 min read
How to Use KitOps with MLflow
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How to Use KitOps with MLflow

33
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6 min read
Jozu Hub vs. Docker Hub? Which One Works Best for AI/ML?
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Jozu Hub vs. Docker Hub? Which One Works Best for AI/ML?

30
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7 min read
Deploying AI Projects Through a Jenkins Pipeline
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Deploying AI Projects Through a Jenkins Pipeline

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Comments 3
7 min read
20 Open Source Tools I Recommend to Build, Share, and Run AI Projects
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20 Open Source Tools I Recommend to Build, Share, and Run AI Projects

78
Comments
14 min read
The Fastest Way to Start Your AI Project–Quickstart ModelKits
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The Fastest Way to Start Your AI Project–Quickstart ModelKits

69
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5 min read
AI Security: How to Protect Your Projects with Hardened ModelKits
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AI Security: How to Protect Your Projects with Hardened ModelKits

45
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7 min read
KitOps Community Newsletter #0002

KitOps Community Newsletter #0002

41
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5 min read
What AI/ML Models Should You Use and Why?
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What AI/ML Models Should You Use and Why?

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9 min read
Top Threats for AI/ML Development and How to Eliminate Them
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Top Threats for AI/ML Development and How to Eliminate Them

62
Comments 2
7 min read
10 MLOps Tools That Comply With the EU AI Act
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10 MLOps Tools That Comply With the EU AI Act

77
Comments 2
9 min read
Building an MLOps pipeline with Dagger.io and KitOps
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Building an MLOps pipeline with Dagger.io and KitOps

75
Comments 6
8 min read
Free Online Tutorials to Help You Develop Machine Learning Applications
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Free Online Tutorials to Help You Develop Machine Learning Applications

55
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12 min read
Top 5 Production-Ready Open Source AI Libraries for Engineering Teams
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Top 5 Production-Ready Open Source AI Libraries for Engineering Teams

60
Comments
9 min read
From Proprietary Data to Expert AI with Lamini and KitOps
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From Proprietary Data to Expert AI with Lamini and KitOps

42
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7 min read
Critical LLM Security Risks and Best Practices for Teams
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Critical LLM Security Risks and Best Practices for Teams

38
Comments
8 min read
Turn DevOps to MLOps Pipelines With This Open-Source Tool
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Turn DevOps to MLOps Pipelines With This Open-Source Tool

55
Comments 2
6 min read
Turn Your Existing DevOps Pipeline Into an MLOps Pipeline With ModelKits
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Turn Your Existing DevOps Pipeline Into an MLOps Pipeline With ModelKits

31
Comments
9 min read
From Jupyter Notebook to deployed application in 4 steps
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From Jupyter Notebook to deployed application in 4 steps

44
Comments
10 min read
A Guide to Machine Learning System Design and Best Practices
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A Guide to Machine Learning System Design and Best Practices

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1 min read
What's your biggest AI development challenge?
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What's your biggest AI development challenge?

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Comments 3
1 min read
Secure Your AI Project With Model Attestation and Software Bill of Materials (SBOMs)
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Secure Your AI Project With Model Attestation and Software Bill of Materials (SBOMs)

58
Comments
6 min read
10 Open Source MLOps Projects You Didn’t Know About
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10 Open Source MLOps Projects You Didn’t Know About

107
Comments
7 min read
How to Tune and Deploy Your First Small Language Model (sLLM)
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How to Tune and Deploy Your First Small Language Model (sLLM)

75
Comments 5
7 min read
Tools to ease collaboration between data scientists and application developers
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Tools to ease collaboration between data scientists and application developers

74
Comments 1
9 min read
25 Open Source AI Tools to Cut Your Development Time in Half
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25 Open Source AI Tools to Cut Your Development Time in Half

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Comments 13
13 min read
How to turn a Jupyter Notebook into a deployable artifact
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How to turn a Jupyter Notebook into a deployable artifact

75
Comments
8 min read
10 Open Source Tools for Building MLOps Pipelines
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10 Open Source Tools for Building MLOps Pipelines

41
Comments 1
8 min read
A step-by-step guide to building an MLOps pipeline
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A step-by-step guide to building an MLOps pipeline

68
Comments 5
13 min read
When to Dockerize vs. When to use ModelKit
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When to Dockerize vs. When to use ModelKit

78
Comments
7 min read
KitOps: The Bridge Between AI/ML Models and DevOps
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KitOps: The Bridge Between AI/ML Models and DevOps

53
Comments
4 min read
The transitory nature of MLOps: Advocating for DevOps/MLOps coalescence
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The transitory nature of MLOps: Advocating for DevOps/MLOps coalescence

27
Comments
4 min read
Using open source Eclipse Che factories to increase project contributions
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Using open source Eclipse Che factories to increase project contributions

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Comments 4
1 min read
Java microservices and how to become cloud-native

Java microservices and how to become cloud-native

4
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1 min read
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