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Meet Johannes: The Data Engineering Consultant Who Loves Microsoft Fabric
In the fast-paced world of data, having someone who brings passion, skill, and a touch of personality to every project is a rare gem. Meet Johannes — a data engineering consultant, a father of two, a soccer enthusiast, and a full-on Microsoft Fabric fanboy. ⚙️ By Day: Consultant at a Leading Firm Johannes works at…
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Introducing MLflow for ML Training
What is MLflow? MLflow is an open-source platform designed to manage the end-to-end machine learning lifecycle. It provides tools for tracking experiments, packaging code into reproducible runs, and sharing and deploying models. MLflow is flexible enough to work with any machine learning library and development environment, making it an ideal choice for a variety of…
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Setting Up Label Studio for New ML Projects
Labeling In the world of machine learning, quality data is the cornerstone of successful models. As someone who has embarked on numerous ML projects, I’ve learned that proper data labeling is crucial. That’s why I’m excited to share my experience with Label Studio, a versatile and powerful tool for data labeling and annotation. What is…
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Understanding RFC 3514: The Internet Evil Bit
What is RFC 3514? The RFC proposes the addition of a single bit, known as the “Evil Bit,” in the IPv4 header. This bit, when set to ‘1’, would indicate that the packet being transmitted is intended for malicious purposes. Conversely, when set to ‘0’, the packet would be considered benign. The primary goal of…
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The Fun Side of Internet Protocols: RFC 1149 and RFC 2549
When you think of internet protocols, you probably imagine a complex web of wires, satellites, and servers working tirelessly to transmit data across the globe. However, not all internet protocols are created with such seriousness. Enter RFC 1149 and RFC 2549, the quirkiest and most humorous protocols ever to be conceived in the tech world.…
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Enhanced log management: Migrating from Graylog to Elasticsearch & Kibana
In the realm of log management and analysis, Graylog has been a notable player, offering robust features for collecting, indexing, and analyzing machine data. However, the evolving needs for more sophisticated data analysis and visualization capabilities have led me to consider migrating to Elasticsearch & Kibana. Advanced Data Analysis and Visualization Kibana, the visualization counterpart…
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Cat pictures of march
As there did not happen a lot in march I’ll just provide some cat images. They are generated via DALLE.
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Blocked comments besides for logged in users, as they were being misused for spam
In the evolving digital landscape, the interactivity of blogs through comments has been a cornerstone of community engagement. However, with the rise of sophisticated spam and cyber-attack tactics, maintaining the balance between openness and security has become increasingly challenging. Our decision to limit comments to logged-in users on our WordPress site was not made lightly…
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Introducing PhotoPrism: Elevate Photo Management & Sharing
I am thrilled to announce the addition of PhotoPrism to my suite of services. With an emphasis on user privacy and data control, PhotoPrism represents a significant step forward in personal photo management. Why PhotoPrism? In today’s digital age, photos are more than just memories; they are an integral part of our daily lives, professional…
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Initial steps towards proper logging & monitoring
The Limitations of Docker Logging Docker has transformed the software development landscape, offering an efficient way to create, deploy, and run applications in isolated environments called containers. However, when it comes to logging, Docker’s built-in capabilities are somewhat limited. Logs are often stored inside containers or on the host machine, leading to challenges in accessibility,…