I’m José Manuel, a Machine Learning Engineer based in Seville, Spain. I studied Software Engineering and later specialized with a master’s in Cloud and Data.
I work on supervised and unsupervised models for Anti-Money Laundering (AML) in financial environments. My background spans the full stack: from backend and cloud infrastructure to ML pipelines and production deployment, which gives me an end-to-end perspective I find hard to give up.
What drives me is designing systems and their architecture — thinking through how the pieces fit together, and tackling the challenges that come with scale.
I try to keep up with LLM developments, dig into ML interpretability, and study ML systems design.
This blog is where I write about what I’m learning, exploring, or building — mostly around Software and ML Engineering.