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Category: Artificial Intelligence and Machine Learning

Posted on June 22, 2025June 22, 2025 Artificial Intelligence and Machine Learning Software Development

AI Pair Programming – The Confidence Multiplier

TL;DR AI pair programming eliminates the fear of unfamiliar territory. With expert guidance always available, generalists can confidently explore new domains without the anxiety of...

Posted on June 22, 2025June 22, 2025 Artificial Intelligence and Machine Learning Software Development

AI Pair Programming – Learning Acceleration for Generalists

TL;DR AI pair programming doesn’t just fill knowledge gaps – it accelerates learning across domains. AI consistently explains context and reasoning, making you a better...

Posted on June 22, 2025June 22, 2025 Artificial Intelligence and Machine Learning Software Development

AI Pair Programming: On-call Subject Matter Experts for Generalist Developers

AI Pair Programming: The Ultimate Subject Matter Expert for Generalist Developers TL;DR AI pair programming solves the generalist developer’s biggest challenge: context-switching overhead. While you...

Posted on June 18, 2025June 18, 2025 Artificial Intelligence and Machine Learning Fine-tuning Deepdive Python Software Development

Deep Dive Series: Fine-Tuning (Small) Large Language Models on a PC

Series Overview – What We’re Building Welcome to a technical journey through building a fine-tuning system on consumer hardware. The End Result: What Success Looks...

Posted on June 18, 2025June 18, 2025 Artificial Intelligence and Machine Learning Fine-tuning Deepdive Python Software Development

Fine-Tuning Small Language Models on a basic Desktop PC

Can you really fine-tune a language model on a medium-spec desktop PC? Spoiler: Yes, and it works better than you’d expect. TL;DR: The Results Here’s...

Posted on June 16, 2025June 16, 2025 Artificial Intelligence and Machine Learning MCP Security Software Development

Project-Based MCP: Targeted on-demand AI Integration

Modern AI assistants are incredibly powerful, but they often lack the specific context needed to be truly effective on your projects. While general-purpose integrations help,...

Posted on November 19, 2023November 19, 2023 Artificial Intelligence and Machine Learning fast.ai Kaggle Pandas Software Development

Machine Learning / Glossaries!

A quick post – having found (and really liked) the Google Developers Machine Learning Glossary (good content, cross referencing between related topics) I thought it...

Posted on November 16, 2023November 19, 2023 Artificial Intelligence and Machine Learning fast.ai Kaggle

Machine Learning / AI courses

Building your own machine learning systems! You might want to better understand what’s going on, you might have data security requirements that mean you can...

Posted on September 9, 2023November 27, 2024 Artificial Intelligence and Machine Learning Google Bard OpenAI

Artificial Intelligence : Masking Sensitive Data

I’ll step away from data analytics for a moment in this series of posts on GenAI to think about Data Masking. As I commented in...

Posted on September 7, 2023November 27, 2024 Artificial Intelligence and Machine Learning OpenAI

Artificial Intelligence : OpenAI – Analytics, Open Data and A Few Simple Prompts

As I mentioned in my Artificial Intelligence : OpenAI : Data Use and Privacy post, a key consideration when feeding data and dialogue to a...

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Recent Posts

  • AI Pair Programming – The Confidence Multiplier
  • AI Pair Programming – Learning Acceleration for Generalists
  • AI Pair Programming: On-call Subject Matter Experts for Generalist Developers
  • Deep Dive Series: Fine-Tuning (Small) Large Language Models on a PC
  • Fine-Tuning Small Language Models on a basic Desktop PC

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