Blog
In unserem Blog teilen wir unser Fachwissen, diskutieren innovative Ideen und geben Einblicke in unser Unternehmen. Die Artikel erscheinen in der jeweiligen Originalsprache.
Technology
How To Fine-Tune Your LLM
by Özgür Demir
Is fine-tuning a better fit for your use case than Retrieval-Augmented Generation (RAG)? It might be! Let’s dive into some popular methods for fine-tuning large language models (LLMs).
Process & Projects
How to Evaluate RAG Systems
by Özgür Demir
Deploying Retrieval-Augmented Generation (RAG) systems without proper evaluation will lead to unpredictable outcomes and missed opportunities for improvement.
Process & Projects
Data Mesh Could Harm You: Don’t blindly follow trends
by Özgür Demir
In our industry, it's easy to get swept up in the latest buzzwords and trends. Remember the rush to adopt microservice architectures?
Technology
Tackling Bad Data Quality
by Özgür Demir
Many organizations grapple with poor data quality, which can undermine everything from analytics to machine learning. The solution?
Process & Projects
The Secret to Successful AI: Unveiling the Two-Phase Process
by Özgür Demir
AI software development stands apart from traditional software development, primarily due to its inherently experimental nature.
Process & Projects
Why AI Initiatives Fail
by Özgür Demir
Throughout my career, I’ve witnessed numerous AI initiatives fail. Here are some key reasons why.