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How to Turn Your LLM Prototype into a Production-Ready System

How to Turn Your LLM Prototype into a Production-Ready System

by Dr. Owns | Dec 3, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

The most famous applications of LLMs are the ones that I like to call the “wow effect LLMs.” There are plenty of viral LinkedIn posts about them, and they all sound like this: “I built [x] that does [y] in [z] minutes using AI.” Where: If you notice carefully, the...
How to Turn Your LLM Prototype into a Production-Ready System

Multi-Agent Arena: Insights from London Great Agent Hack 2025

by Dr. Owns | Dec 3, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

What mattered: robust agents, glass-box reasoning, and red-team resilience The post Multi-Agent Arena: Insights from London Great Agent Hack 2025 appeared first on Towards Data Science. ​What mattered: robust agents, glass-box reasoning, and red-team resilience The...
How to Turn Your LLM Prototype into a Production-Ready System

How to Code Your Own Website with AI

by Dr. Owns | Dec 3, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Learn how to vibe-code your own website The post How to Code Your Own Website with AI appeared first on Towards Data Science. ​Learn how to vibe-code your own website The post How to Code Your Own Website with AI appeared first on Towards Data Science.  Agentic AI, Ai...
How to Turn Your LLM Prototype into a Production-Ready System

The Machine Learning “Advent Calendar” Day 2: k-NN Classifier in Excel

by Dr. Owns | Dec 2, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Exploring the k-NN classifier with its variants and improvements The post The Machine Learning “Advent Calendar” Day 2: k-NN Classifier in Excel appeared first on Towards Data Science. ​Exploring the k-NN classifier with its variants and improvements The post The...
How to Turn Your LLM Prototype into a Production-Ready System

JSON Parsing for Large Payloads: Balancing Speed, Memory, and Scalability

by Dr. Owns | Dec 2, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Benchmarking JSON libraries for large payloads The post JSON Parsing for Large Payloads: Balancing Speed, Memory, and Scalability appeared first on Towards Data Science. ​Benchmarking JSON libraries for large payloads The post JSON Parsing for Large Payloads:...
How to Turn Your LLM Prototype into a Production-Ready System

How to Use Simple Data Contracts in Python for Data Scientists

by Dr. Owns | Dec 2, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Stop your pipelines from breaking on Friday afternoons using simple, open-source validation with Pandera. The post How to Use Simple Data Contracts in Python for Data Scientists appeared first on Towards Data Science. ​Stop your pipelines from breaking on Friday...
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