Blog
Welcome to our blog, where we share our expertise, explore innovative ideas, and give you a glimpse into who we are. Please note, articles are available in their original language.
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).
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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.
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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?
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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?
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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.
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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.
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