Archive - Neural Bits

June 2025

Introducing Kubrick Course - A Multimodal Agent powered by MCP

Free course on building an AI Agent that understands Images, Audio and Video.

Jun 28 •

Grow as an AI Engineer, past the surface level.

Three practical and in-depth resources to grow as an well-rounded AI Engineer!

Jun 21 •

AI Educators are *lying* to you

A short reflection, AI hype, AI Experts and a big Surprise at the end!

Jun 14 •

MCP is just a fancy API

Understand MCP as an Engineer. Build and debug one step-by-step in Python using FastMCP.

Jun 7 •

May 2025

6 advanced concepts to use with FastAPI & Pydantic

Understand how and when to use lifespan to load ML Models, state management, dependency injection and pydantic settings.

May 31 •

What Does an MLOps Engineer Do?

Practical MLOps example using AzureML. The progression of ML roles and multiple faces of MLOps.

May 24 •

What I've learned after 8 years of Python

The Zen of Python with examples, my recommendations and other tips & tricks!

May 10 •

Adopt these two Industry Standards in AI/ML Development

Learn about DevContainers, Dynamic Configs in Python and bonus walkthrough on LLM Model structure from HuggingFace.

May 3 •

April 2025

A practical roadmap on LLM Systems

11 hands-on free long videos on understanding advanced LLM Systems.

Apr 26 •

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