Road to Full Stack Data Science - Medium

Automate schema mappings with LLMs

Tasos Pardalis — Fri, 03 Oct 2025 09:36:54 GMT

Can we automate the schema mappings between the tables of a legacy database and the tables we want to create in a cloud database?

Tasos Pardalis — Mon, 28 Jul 2025 10:09:58 GMT

Now let’s build something more functional (pun intended 🙃). Function calling allows our AI-Agents to do more than just produce content…

Tasos Pardalis — Wed, 16 Jul 2025 16:26:26 GMT

The previous post “Build a Storyteller & Title Guru: AI-Agent Playground with FlowiseAI” which had two workers with very simple…

Tasos Pardalis — Tue, 15 Jul 2025 08:58:26 GMT

As a data engineer, I found myself using Microsoft Synapse and Cosmos DB a few months ago, and through those tools, I got introduced to…

Tasos Pardalis — Mon, 07 Jul 2025 12:57:51 GMT

So far, we’ve talked about AI-Agent fundamentals — what powers them, how they’re defined, some examples of what they can do, and tools and…

Tasos Pardalis — Fri, 04 Jul 2025 09:52:04 GMT

So far, we talked about function calling with RAG models, tools that already exist on our computers, such as the calculator, or even an…

Tasos Pardalis — Mon, 30 Jun 2025 12:56:35 GMT

In this post, we are going to attempt to talk about Retrieval-Augmented Generation (RAG), vector databases, and embedding models. We want…

Tasos Pardalis — Thu, 26 Jun 2025 10:14:26 GMT

We previously mentioned large language models (LLMs) and their function-calling ability in the “Intro to AI Agents” post. Simply put, LLMs…

Tasos Pardalis — Mon, 23 Jun 2025 19:53:12 GMT

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Tasos Pardalis — Thu, 19 Jun 2025 10:18:52 GMT

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