Sitemap - 2025 - Real-World Machine Learning

Join me in the AMD x Liquid AI hackathon

Let's build a local agentic workflow

Fine-tuning LFM2-VL-3B to identify car makers

Let's fine-tune a Small Vision Model

How to get JSON out of a Visual Language Model?

AI lab Inside Out

Let's build an image classification app with local Visual Language Models (VLMs)

The Small Language Model Revolution is here ✊✊🏾✊🏻

How to pass a technical interview for an AI role

Let's build a Chess game using a small and local Language Model

How to land an ML job in 2025?

From Kindergarten Math to LLM Reasoning: The Beach Challenge Problem

How do LLMs learn to reason?

How to stay relevant in this AI world?

How to land an AI job?

Infra for AI engineers

Let's design an AI system to generate trading strategies

Object tracking with LLMs

How to deploy an LLM server yourself?

Welcome to the Real World ML Community

The hidden nightmare of duplicates

My recipe for solving real world problems with LLMs

My recipe for solving real world problems with LLMs

My recipe for solving real world problems with LLMs

What agent do you need to build?

Let's build an Agentic Trading System. Together

Kubernetes for ML engineers

Agent architectures that scale

How to design Agentic systems

How to build a real time dashboard

Wanna learn to deploy ML systems to production?

Wanna build a real world LLM&ML system with me?

How to deploy ML models to production?

Let's build a REST API in Rust

LLMs in the real world

This is how you land an ML job

Build and Deploy a Real Time ML System

Kubernetes for ML engineers

How to become a freelance ML engineer

Let's build a Real Time ML System

How to deploy ML models painlessly

How can I help you?

I have something to confess

Let's build an AI coding assistant

Build and deploy a REST API with Rust and AWS Lambda