07 / Journal
Notes on LLM and RAG systems, MLOps, data engineering and the craft of shipping software that has to keep working.
02 / All articles
8 articles of 38
Choose multi-agent orchestration patterns by dependency, ownership and failure behavior. Learn how LangGraph state, routing and checkpoints support reliable workflows.
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Turn dataset expectations into versioned contracts and useful quality checks. Learn how to handle schema changes, quarantine failures and recover without hiding broken data.
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In the vast digital landscape of today's interconnected world, data has become more than just a commodity - it is the lifeblood that fuels innovation, drives decision-making, and shapes the future of industries. At the forefront of this data-driven revolution stands the formidable arsenal of Big Data Solutions, a powerful suite of technologies and methodologies…
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In the dynamic landscape of the tech industry, the role of data scientists has evolved, with a significant surge in the demand for freelance Python data scientists. In this blog we are trying to explore the reasons behind this rise, the essential skills required, and the steps to build a successful freelance career as a…
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In the ever-evolving realm of data science and software engineering, the orchestration and harmonization of databases emerge as linchpins for the smooth functioning and peak efficiency of operations. In my capacity as a seasoned practitioner in both data science and software engineering, I bring forth a wealth of experience and proficiency in the art of…
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Docker Security: A Comprehensive Guide Docker containers have become increasingly popular in recent years, but with this popularity comes increased security concerns. Containers are more complex than traditional virtual machines, and securing them can be challenging. In this article, we will discuss the importance of Docker security, the reasons for the complexity of Docker containers,…
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Models, a fundamental component of the Django framework, hold a central position in its architecture. Following Django's design principles for models is essential. This involves maintaining explicit naming and functionality within our fields and encapsulating all relevant model functionality within the model itself, rather than dispersing it elsewhere - a core tenet of Django's design philosophy. If…
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Creating and managing Large Flask Applications involves various methods and conventions. Many frameworks provide tools for automating and simplifying this task, but they all emphasize structuring the code base by logically distributing it across files and folders. Flask, a minimalistic web application development framework, offers a solution through its 'blueprints.' In this article, we'll explore…
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