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This Month's Insights

Fresh perspectives on technology, innovation, and digital transformation

How to Minimise AI Data Size and Auto-Categorise It Properly

Lei Xia • May 1, 2026

Practical techniques for shrinking AI training data, model weights, and embeddings — plus automated labelling and categorisation using NLP and LLMs.

Run AI Locally on MacBook Pro M4 Max with Ollama

Lei Xia • April 4, 2026

How Ollama turns the MacBook Pro M4 Max into a private, blazing-fast AI workstation - no cloud, no subscription, no data leaving your desk.

🚀 Journey to the Archive (13 insights from the past)

About Xialei

Xialei is an IT tech dedicated to building innovation digital solution. I combine cutting-edge technology with thoughtful design to create products that matter.

I bring together expertise in software development, user experience design, and digital strategy to deliver exceptional results for clients and partners.

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Interested in collaborating or learning more about what we do?

xialei@xialei.com