Krystian Safjan's Blog

Krystian Safjan's Blog

Data Scientist and Team Leader writing about Machine Learning, MLOps, and Python

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How Agile Can Kill Creativity in Data Science team?
2023-09-29

How Agile Can Kill Creativity in Data Science team?

Discover the delicate balance between Agile methodologies and imagination in the domain of data science and analytics. Uncover the impact of Agile...

From Fixed-Size to NLP Chunking - A Deep Dive into Text Chunking Techniques
2023-09-11

From Fixed-Size to NLP Chunking - A Deep Dive into Text Chunking Techniques

Discover text chunking - the secret sauce behind accurate search results and smarter language models! By understanding how to effectively chunk text, we can...

Problems with Langchain and how to minimize their impact
2023-09-01

Problems with Langchain and how to minimize their impact

Beyond the Hype - LangChain's Hidden Flaws and How to Master AI Development.

Understanding Retrieval-Augmented Generation (RAG) empowering LLMs
2023-08-24

Understanding Retrieval-Augmented Generation (RAG) empowering LLMs

Understand innovative artificial intelligence framework that empower large language models (LLMs) by anchoring them to external knowledge sources with...

Easy Text Vectorization With VectorHub and Sentence Transformers
2023-07-04

Easy Text Vectorization With VectorHub and Sentence Transformers

Learn how to use Sentence Transformers for text vectorization with different models using consistent API.

Harnessing the Power of Dependency Injection for Improved Testability in Python
2023-06-21

Harnessing the Power of Dependency Injection for Improved Testability in Python

Learn how to use dependency injection to decouple dependencies from our functions, methods, or classes, making it easier to test and maintain our code.

The Role and Responsibilities of a Forward Deployed Engineer - Bridging the Gap Between Software Products and Customer Needs
2023-06-09

The Role and Responsibilities of a Forward Deployed Engineer - Bridging the Gap Between Software Products and Customer Needs

Bridging the gap between software products and customer needs, Forward Deployed Engineers are the game-changers of enterprise software. Discover their...

The Best Vector Databases for Storing Embeddings
2023-06-05

The Best Vector Databases for Storing Embeddings

Look into the World of Vector Databases Fueling NLP's Transformative Journey.

Mastering the Kanban Method - Unveiling the Hidden Gems of Effective Kanban Board Usage
2023-05-26

Mastering the Kanban Method - Unveiling the Hidden Gems of Effective Kanban Board Usage

Ever wondered how to supercharge your team's productivity? Say hello to Kanban, the dynamic method that brings clarity and efficiency to your projects.

Attacking Differential Privacy Using the Correlation Between the Features
2023-04-19

Attacking Differential Privacy Using the Correlation Between the Features

Learn how the differential privacy works by simulating attack on data protected with that technique.

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© 2026 Krystian Safjan - This work is licensed under a Creative Commons Attribution-ShareAlike