AI Engineering Consultant
I help companies turn AI potential into working software and engineering teams into AI-native ones — building the products and transforming the teams that build them.
Start a conversationPreviously at
Amazon · Shopify · HubSpot
Mastercard · MoonPay
Most companies know AI matters. Few know how to actually ship with it. The gap isn't ambition — it's execution. I close that gap as a hands-on practitioner, not a strategist with a deck.
I've run multi-agent coding sessions in production, built eval frameworks from scratch, and driven measurable CVR improvements through agentic workflows — at companies handling significant scale. I bring that same hands-on rigour to every engagement.
From concept validation to shipped MVP, from team workflow redesign to org-wide AI adoption — I work across the full arc. You get a partner who understands both the code and the people writing it, and can operate at both levels simultaneously.
For CTOs · VPs of Engineering
Your engineering org needs to work the way the best AI-native teams work. I design and implement the workflows, protocols, and quality gates — then embed long enough to make sure they stick.
For Marketing Agencies · E-commerce · Professional Services · Financial Teams
Your team is spending hours every week on work that AI could handle in minutes — reporting, document generation, content production, client communications. I map your highest-value repetitive processes, design AI-powered workflows to automate them, and implement with the rigour and quality gates that make them reliable enough to actually trust.
For Series A–B Startups
Fractional technical leadership embedded into your existing team. I bring agentic workflows, eval design, and hands-on execution to teams that are building fast but need senior guidance to build well.
For Founders · Product Leaders
You have an idea. I compress what used to take months into weeks — using AI-augmented development from day one, with the EM judgment to know what an MVP actually needs vs. what feels necessary but isn't.
For Builders · Indie Founders · Creators
You built something real with Lovable, Bolt, v0, or another AI tool. Now it needs to survive contact with real users. I audit your codebase, harden it for production, add the observability and deployment infrastructure you're missing — and augment it with AI where it counts.
I'm a software engineer and engineering manager focused on AI, based in Spain. Over the past decade I've led high-performing product engineering teams at Amazon, Shopify, HubSpot, Mastercard, and MoonPay — spanning fintech, e-commerce, mobile, and developer tooling.
I was an early adopter of agentic development — not as a concept, but as a daily practice. I designed multi-agent coding sessions, built evaluation pipelines, and drove org-wide AI adoption that delivered measurable outcomes at scale.
I operate at the intersection of technical depth, product thinking, and people leadership. I've launched zero-to-one products that got adopted company-wide, rebuilt legacy architectures serving large-scale platforms, and coached engineering managers into autonomous leaders. Now I bring that compound experience to companies navigating the AI transition.
If you're navigating the gap between AI ambition and real engineering outcomes — whether that's transforming a team, automating your workflows, shipping an MVP, or getting your vibe-coded app to production — I'd like to hear about it.