Christina Ellis

I am a practicing Senior Data Scientist with a masters degree in statistics. Between academic research experience and industry experience, I have over 10 years of experience building out systems to extract insights from data. I specialize in building production-ready machine learning models that are used in client-facing APIs and have a penchant for presenting results to non-technical stakeholders and executives.

When to use basic prompt engineering for LLMs

Are you wondering when you should use basic prompt engineering techniques to improve the performance of your large language models (LLMs)? Or maybe you are wondering what advantages these techniques have over other techniques that can be used to improve LLM performance? Well then you are in the right place! In this article, we tell …

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When to use retrieval augmented generation for LLMs

Are you wondering when you should use retrieval augmented generation (RAG) to enhance your large language models (LLMs)? Or maybe you want to understand when RAG should be avoided? Well then you are in the right place! In this article, we tell you everything you need to know to understand when to use RAG in …

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