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  1. Blog
  2. Andreea Munteanu
Andreea Munteanu

Andreea Munteanu

71 posts

Andreea Munteanu
17 February 2025

7 considerations when building your ML architecture

AI Article

As the number of organizations moving their ML projects to production is growing, the need to build reliable, scalable architecture has become a more pressing concern. According to BCG (Boston Consulting Group), only 6% of organizations are investing in upskilling their workforce in AI skills. For any organization seeking to reach AI matu ...

Andreea Munteanu
12 February 2025

AI in 2025: is it an agentic year?

AI Article

2024 was the GenAI year. With new and more performant LLMs and a higher number of projects rolled out to production, adoption of GenAI doubled compared to the previous year (source: Gartner). In the same report, organizations answered that they are using AI in more than one part of their business, with 65% of respondents ...

Andreea Munteanu
1 November 2024

Charmed Kubeflow vs Kubeflow

AI Article

Why should you use an official distribution of Kubeflow? Kubeflow is an open source MLOps platform that is designed to enable organizations to scale their ML initiatives and automate their workloads. It is a cloud-native solution that helps developers run the entire machine learning lifecycle within a single solution on Kubernetes. It can ...

Andreea Munteanu
2 October 2024

Canonical joins OPEA to enable Enterprise AI

AI Article

Canonical is committed to enabling organizations to secure and scale their AI/ML projects in production. This is why we are pleased to announce that we have joined the Open Platform for Enterprise AI (OPEA), a project community at the Linux Foundation focused on enterprise AI using open-source tooling. What is OPEA? OPEA is a project ...

Andreea Munteanu
10 September 2024

Let’s meet at World Summit AI and talk about open source and AI tooling, with a dash of GenAI

AI Article

Date: 9-10 October 2024 Booth: B8 After Data & AI Masters, we cross the North Sea to attend one of the leading AI events inEurope. Between the 9th and 10th of October, our team will be in Amsterdam at World Summit AI for the second year in a row. In 2023, we had a blast ...

Andreea Munteanu
1 August 2024

Charmed Kubeflow 1.9 enters general availability with new support for GenAI

AI Article

Kubeflow 1.9. Kubeflow is a fully open source MLOps platform, part of the Cloud Native Computing Foundation (CNCF) as an incubation project. Canonical is one of the project’s official distributors, ensuring security maintenance of the container images, tight integration with the wider AI/ML ecosystem, and delivering enterprise support and ...

Andreea Munteanu
25 July 2024

Meet us in Sydney and let’s talk about how you can navigate your AI journey

AI Article

Date: August 27, 2024 Venue: The Fullerton Hotel Sydney Time: 13:00 PM – 18:00 PM AI has officially taken off. Today, thousands of exciting projects are being taken to production in all industries, while a report by Deloitte found that use of gen AI by employees at Australian workplaces rose to 38% in 2023. Despite ...

Andreea Munteanu
18 July 2024

Let’s meet at AI4 and talk about open source and AI tooling

AI Article

Date: 12 – 14 August 2024 Booth: 426 Autumn is a season full of events for the AI/ML industry. We are starting early this year, before the summer ends, and will be in Las Vegas to attend AI4 2024. This is North America’s largest industry event, and it attracts some of the biggest names in ...

Andreea Munteanu
11 July 2024

Charmed Kubeflow 1.9 Beta is here: try it out

AI Article

After releasing a new version of Ubuntu every six months for 20 years, it’s safe to say that we like keeping our traditions. Another of those traditions is our commitment to giving our Kubeflow users early access to the latest version – and that promise still stands. Kubeflow 1.9 is about to go out in ...

Andreea Munteanu
17 June 2024

Top 5 reasons to use Ubuntu for your AI/ML projects

AI Article

For 20 years, Ubuntu has been at the cutting edge of technology. Pioneers looking to innovate new technologies and ideas choose Ubuntu as the medium to do it, whether they’re building devices for space, deploying a fleet of robots or building up financial infrastructure.  The rise of machine learning is no exception and has encouraged ...

Andreea Munteanu
13 June 2024

Solving newcomer data science challenges with Canonical’s Data Science Stack – now in beta

AI Article

Data science is one of the most exciting topics of the last century. With its utility in industries of all kinds, it’s easy to see why it has been rated as one of the top 20 fast-growing occupations in the US, according to the Bureau of Labour Statistics.  However, entering this fast-growing space isn’t’ easy: ...

Andreea Munteanu
2 June 2024

Deploy GenAI applications with Canonical’s  Charmed Kubeflow and NVIDIA NIM

AI Article

It’s been over two years since generative AI (GenAI) took off with the launch of ChatGPT. From that moment on, a variety of applications, models and libraries were launched to address market needs and simplify enterprise activity. As Deloitte observes in its State of Generative AI Q2 2024 report, organisations are now at a stage ...

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