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Jonathan Pochini / SEO & AI Developer

From words to embeddings, same center of gravity: meaning.

Embeddings are how AIs crunch words. They turn them into numbers and place them in a multidimensional “universe”, where words with similar meanings end up close together. That’s how machines “understand” our languages, and our worlds.

I started with words and a need to communicate. Then came SEO, and if good SEO gets you heard, great SEO starts with listening: to your audience, your clients, the people you serve. Now machines can listen too. Yet someone still has to decide what’s worth hearing, and what’s worth saying.

About

In the beginning was the word_

I started with words: an MA in Communication Sciences at the University of Trieste (a five-year degree) and a postgraduate specialisation in Digital Writing. Along the way I built my first websites (Dreamweaver, anyone?), then in 2006 I moved into SEO full-time, working for web agencies in Italy.

What was my thesis at the Uni in Italy about? Web writing, and how the internet would change language, culture, the way we think… and so, the world! :O

In 2009 I moved to Sydney, first working as a contractor for an agency, then going freelance. After four years in Australia I became a nomad, working from wherever the wifi is good, and over the years Las Palmas de Gran Canaria became my base.

I never stopped learning: PHP, WordPress development, marketing, and later Python. Today I get my hands dirty with AI systems — LLM pipelines and AI automations that run in production — while going deeper into agents, machine learning and deep learning.

Embeddings are where we are now, but words are where it all started. And meaning is what everything has always been about.

// What I do now

SEO is the foundation. AI is the direction.

SEO

I still do SEO, because the fundamentals still matter. My niche is helping international businesses get found in Italy.

Italian SEO →

AI development

I build LLM pipelines and AI automations you can rely on every day. At least, I do!

See projects →

// Skills & stack

The toolbox

I’m quite particular about my work, whether it’s a sentence, a site structure or a line of code. Luckily, AIs are now even more particular than I am, and much faster. So I no longer build brick by brick: the AI lays the bricks, I check that the walls are straight.

AI
LLM pipelines · agents · automations
TOOLS
Claude Code · VS Code · JupyterLab
Code
Python · pandas · NumPy · SQL
Web
HTML · CSS · PHP · JavaScript · WordPress development
SEO
technical SEO · keyword research · content marketing · web analytics
Words
SEO copywriting · digital writing
Learning now
machine learning · deep learning

// Languages

Words, in three languages

Italian [native]

My mother tongue, and my first craft. I've been writing in Italian professionally since 2006, and plenty of my articles are still out there on the web.

English [fluent]

Learnt the hard way during 4 years of work in Sydney, and sharpened every day since, with international clients, for my studies and for pleasure.

Spanish [functional]

Las Palmas de Gran Canaria is where I live most of the year, so Spanish is part of my everyday life: the lovely Canarians, and some paperwork too.

// Off the clock

Away from the keyboard

What I do when I’m not working says as much about me as what I do when I am. It’s a hint of my values, and that matters: before being client and freelancer, or colleagues, we’re two humans with visions, agency and desires.

So, what do I do when I’m off?

// Where I am

Lately, on the map

All the stops since 2006 →
contact

Let's talk.

Need help with something? Looking for a professional who's reliable and believes in karma*?

Tell me about it here, or send me an email. I reply within two working days.

* which means value and integrity come first; reward follows.