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Welcome to my digital corner! I'm Szymon, a developer exploring the realms of software engineering and artificial intelligence. Dive into my blog and projects to see what I'm up to.

Thumbnail for Data Quality and LLM Hallucinations – Why Language Models 'Make Things Up'

Data Quality and LLM Hallucinations – Why Language Models 'Make Things Up'

AI/LLM

Published: 2025-10-13

Language models can write fluently and convincingly, but they don't always tell the truth. Learn why LLMs hallucinate and how to prevent it using RAG, fact-checking, and prompt engineering techniques.

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Thumbnail for Design Patterns for Multi-Tenant Applications in DDD Architecture

Design Patterns for Multi-Tenant Applications in DDD Architecture

ArchitectureDesign Patterns

Published: 2025-10-06

Learn how to combine Domain-Driven Design with classic patterns like Repository, Strategy, and Decorator to build scalable multi-tenant applications with proper data isolation and clean architecture.

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Thumbnail for High Computational Costs and Infrastructure in Working with LLMs - How to Reduce Them

High Computational Costs and Infrastructure in Working with LLMs - How to Reduce Them

AI/LLMMLOps

Published: 2025-09-29

Large language models offer tremendous capabilities but come with significant infrastructure and computational costs. Learn practical techniques to optimize expenses while maintaining response quality - from fine-tuned smaller models to hybrid architectures.

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