Blog — Lisandro Mentasti

🧠

ML Engineering

February 25, 2025 · 3 min read Career

My Journey into Machine Learning Engineering

Transitioning from SRE to MLE — combining infrastructure expertise with the world of machine learning. What I've learned, what surprised me, and where I'm heading.

Getting Started with Site Reliability Engineering

An introduction to SRE principles — what it means to apply software engineering to operations, the core concepts you need to know, and where to start.

My Master's Thesis: Teaching a Neural Network to Hear a Motor Breaking

How I used image recognition to detect bearing faults in electric motors — and what it taught me about research, deep learning, and debugging your assumptions.