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Recent posts

An Engineer’s Guide to Fine-Tuning LLMs – Part 1

Understand where fine-tuning fits in the LLM lifecycle, how it compares to prompting or retrieval — and when it’s the right tool for the job.

Jun 12, 2025 • Shivani Virdi

The Dangerous Thing About AI Hype?

Before the Next Deep Dive, A Message for the Builders.

May 23, 2025 • Shivani Virdi

Inside DeepSeek-R1: A Masterclass in Incentivising Intelligence

What DeepSeek-R1 really teaches us: how to build models that learn, align, and evolve — without millions of labels.

May 15, 2025 • Shivani Virdi

The Engineer’s Guide to RAG

Make Your Dumb Model Useful: A Dead-Simple Guide to Retrieval-Augmented Generation

May 7, 2025 • Shivani Virdi

Why Every AI Builder Needs to Understand MCP

The Model Context Protocol is redefining how we build with AI. Here’s what it is, why it matters, and how to use it to build your own modular AI Second…

Apr 30, 2025 • Shivani Virdi

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