I build the critical data systems companies depend on, then embed where they're actually used.
Deep Engineering
Client Frontier
Forward Deployed Engineer
A Forward Deployed Engineer doesn't ship code and walk away.
I embed in the client's hardest problem and own the system that solves it, from architecture to production.
I turn ambiguous problems into systems people trust in production.
I'm a self taught engineer who learned by shipping. From data pipelines and cloud infrastructure to the product on top, I work across the whole stack and stay accountable for whatever reaches production.
I move fast and take ownership: I scope the problem, design the architecture, and carry it all the way to production. With AI as leverage, I also ship UX and frontend at a level most engineers don't.
I build systems thousands of people rely on.
Luno
Semi-Senior Data Engineer
Data systems, cloud architecture and full platforms, owned end to end.
- Architected and built the AWS infrastructure to migrate a 100,000+ user platform: strict SLA, high availability, live events at 10,000 concurrent users, hardened security and a full cost model.
- Shipped two production platforms in parallel as the sole engineer: a multi-country analytics platform on GCP with dynamic metrics, and an RPA operations console.
- Migrated 70,000 users from a legacy system to a modern one in production, with zero disruption.
- Built the AI layer of an OCR document pipeline on AWS, with an LLM fallback on Amazon Bedrock.
- Own massive APIs and high concurrency systems on Snowflake, with production ETLs.
- Wrote the technical proposal that won a key client, then designed its cloud infrastructure from scratch.
Exos
Co-Founder
Leading delivery for real clients, start to finish.
- Co-founded Exos, a software studio, and lead delivery from first call to production.
- Owned Cortex Events end to end: negotiation, roadmap, estimation, AI assisted UX, architecture and development.
- Wrote and won the proposal for Cortex Events, then designed its cloud architecture from scratch.
- Built and launched my own ecommerce product, CapyThemAll.
- Delivered 6+ projects for Argentine SMBs, from multi-tenant systems to custom platforms, all running in production.
Built for clients, and for myself.
Cortex Events
A national-scale platform that pulls an entire medical-congress ecosystem — three very different audiences — into a single system.
Three roles, one platform: industries that sponsor physicians' training, physicians who get unified agendas plus AI tools that deepen what they learn at each event, and organisers who publish and run their congresses without clashing dates. Underneath it all — certifications, attendance control, live and on-demand streaming, payments and subscriptions.
Role: Project lead — strategy, architecture & delivery
Exos
The software agency I co-founded — validated multi-tenant systems for Argentine SMBs, and bespoke platforms built to order.
We bring Argentine SMBs the kind of software usually reserved for far bigger players: validated, production-ready multi-tenant systems — and fully bespoke platforms when the problem calls for it. From the first scoping call through architecture, delivery and the infrastructure it runs on, we own the whole arc.
Role: Co-Founder & Engineer
CapyThemAll
Collectible capybaras you can actually raise — an ecommerce store, a mobile pet game and a landing, wired into one system.
A personal venture that became Exos's pilot project: a storefront for collectible capybaras, a landing to draw people in, and a mobile app where every capy becomes a virtual pet you feed and grow — all running on the same validated multi-tenant ecosystem that powers our client work.
Role: Founder & Engineer
British Airways Reviews
Thousands of raw British Airways reviews, turned into a clean dataset and an interactive Tableau dashboard.
One of my earliest data projects: I cleaned and structured the raw review data, designed the schema, ran the exploratory analysis and built a Tableau dashboard with dynamic filters to make the patterns explorable. Today I'd approach plenty of it differently — but it's where the fundamentals clicked.
Role: Cleaning, exploratory analysis & visualisation
Deepest in data and infrastructure, fluent across the rest of the stack.
Data & Backend
Where I'm deepest. The core of the role.
Cloud & Infrastructure
Architecture built for scale, uptime and security, with the cost model to match.
Engineering Range
Adjacent strengths I deploy when the problem needs them.
AI-augmented Craft
With AI as a force multiplier, I ship production frontends and dashboards at a standard most engineers don't.
Backed by Harvard, IBM and others.
I'm largely self-taught. These are the certificates and recognitions that put institutions behind the work.
Let's build something that matters.
Open to Forward Deployed Engineer, Data Engineer, Project Manager and Team Lead roles.