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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Carlos Rossi — MCP & AI-agent developer · production MCP platform</title>
<meta name="description" content="Backend & AI engineer running a production MCP platform — listed on Glama, with 3 pull requests merged into Mastra (27k★). Built Velora: a 61-tool MCP server running real payments and invoicing, operated by Claude, ChatGPT and Gemini. Bilingual EN/ES · Remote · USD." />
<meta name="author" content="Carlos Rossi" />
<!-- Open Graph / Twitter -->
<meta property="og:type" content="website" />
<meta property="og:site_name" content="Carlos Rossi" />
<meta property="og:title" content="Carlos Rossi — MCP & AI-agent developer · production MCP platform" />
<meta property="og:description" content="Backend & AI engineer running a production MCP platform — listed on Glama, with 3 pull requests merged into Mastra (27k★). Built Velora: a 61-tool MCP server operated by Claude, ChatGPT and Gemini. " />
<meta property="og:url" content="https://cv.somosvelora.com/" />
<meta property="og:image" content="https://cv.somosvelora.com/assets/og-image.png" />
<meta property="og:image:width" content="2400" />
<meta property="og:image:height" content="1260" />
<meta property="og:image:alt" content="Carlos Rossi — MCP & AI-agent developer building Velora, a 61-tool MCP server operated by Claude, ChatGPT and Gemini." />
<meta name="twitter:card" content="summary_large_image" />
<meta name="twitter:title" content="Carlos Rossi — MCP & AI-agent developer · production MCP platform" />
<meta name="twitter:description" content="Production MCP platform · listed on Glama · fixes merged into Mastra (27k★). Built Velora: a 61-tool MCP server. Remote · USD." />
<meta name="twitter:image" content="https://cv.somosvelora.com/assets/og-image.png" />
<meta name="theme-color" content="#FAF6EE" />
<link rel="canonical" href="https://cv.somosvelora.com/" />
<link rel="alternate" hreflang="en" href="https://cv.somosvelora.com/" />
<link rel="alternate" hreflang="es" href="https://cv.somosvelora.com/es/" />
<link rel="alternate" hreflang="x-default" href="https://cv.somosvelora.com/" />
<!-- Icons -->
<link rel="icon" href="assets/favicon.svg" type="image/svg+xml" />
<link rel="apple-touch-icon" href="assets/favicon-180.png" />
<!-- Type: Fraunces (editorial serif) + DM Sans (body) + JetBrains Mono — Velora's exact families -->
<link rel="preconnect" href="https://fonts.googleapis.com" />
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin />
<link href="https://fonts.googleapis.com/css2?family=Fraunces:ital,opsz,wght@0,9..144,400..600;1,9..144,400..600&family=DM+Sans:ital,opsz,wght@0,9..40,400;0,9..40,500;0,9..40,600;1,9..40,400&family=JetBrains+Mono:wght@400;500&display=swap" rel="stylesheet" />
<!-- GSAP + ScrollTrigger via CDN (static-compatible, progressive enhancement) -->
<script src="https://cdnjs.cloudflare.com/ajax/libs/gsap/3.12.5/gsap.min.js" defer></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/gsap/3.12.5/ScrollTrigger.min.js" defer></script>
<link rel="stylesheet" href="style.css" />
<!-- JSON-LD: Person schema for rich indexing / sharing -->
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Person",
"name": "Carlos Rossi",
"url": "https://cv.somosvelora.com/",
"jobTitle": "MCP & AI-Agent Developer",
"email": "mailto:gestiones@somosvelora.com",
"knowsLanguage": ["en", "es"],
"knowsAbout": [
"Model Context Protocol (MCP)",
"AI Agents",
"Multi-Agent Systems",
"A2A Protocol",
"Google ADK",
"TypeScript",
"Next.js",
"Google Cloud Run"
]
}
</script>
</head>
<body>
<a class="skip-link" href="#main">Skip to main content</a>
<!-- ============================ NAV ============================ -->
<nav id="nav" aria-label="Primary">
<div class="nav-inner">
<a href="#top" class="nav-mark" aria-label="Carlos Rossi — home">Carlos Rossi</a>
<div class="nav-links">
<a href="#work">Work</a>
<a href="#shipped">Projects</a>
<a href="#stack">Stack</a>
<a href="#background">Background</a>
<a href="#contact">Contact</a>
<a href="/es/" hreflang="es">ES</a>
</div>
<span class="nav-cta">
<a class="btn btn-primary" href="mailto:gestiones@somosvelora.com?subject=Project%20inquiry">Get in touch</a>
</span>
</div>
</nav>
<!-- ============================ HERO ============================ -->
<header class="hero" id="top">
<div class="wrap hero-grid">
<div class="hero-lead">
<h1 class="hero-name" data-hero>Carlos Rossi</h1>
<p class="hero-role" data-hero>Backend & AI engineer · TypeScript/Node · MCP, agents & document extraction in production</p>
<p class="hero-pitch" data-hero>
I run a <strong>production MCP platform</strong> listed on
<a href="https://glama.ai/mcp/servers/crossi-dev/velora-mcp" target="_blank" rel="noopener">Glama</a> —
deployed on Cloud Run, spun up on demand: 61 tools Claude, ChatGPT and Gemini
operate to run a real business, real payments and invoicing included.
<strong>3 pull requests merged</strong> into
<a href="https://github.com/mastra-ai/mastra" target="_blank" rel="noopener">Mastra</a> (27k★).
</p>
<div class="hero-actions" data-hero>
<a class="btn btn-primary" href="#work">See the work ↓</a>
<a class="btn btn-ghost" href="https://github.com/crossi-dev" target="_blank" rel="noopener">GitHub ↗</a>
</div>
<p class="hero-avail" data-hero>
<span class="pulse-dot" aria-hidden="true"></span>
Available · Remote · US/EU friendly · USD
</p>
</div>
<!-- Proof panel: a live MCP connection echoing Velora's surface -->
<aside class="hero-card" data-hero aria-hidden="true">
<div class="hero-card-bar">
<span class="dot"></span><span class="dot"></span><span class="dot"></span>
<span class="label">mcp · velora</span>
</div>
<div class="hero-card-body">
<div class="row"><span class="mut">$</span> mcp connect <span class="key">agents.somosvelora.com</span></div>
<div class="row"><span class="mut">→</span> auth: HMAC-SHA256 · multi-tenant</div>
<div class="row"><span class="mut">→</span> tools loaded: <span class="key">61</span> · packs: <span class="key">14</span></div>
<div class="row"><span class="mut">→</span> agents online: <span class="key">12+</span> over A2A</div>
<div class="row"><span class="mut">⚑</span> register_sale · emit_invoice · quote_shipping</div>
<div class="row"><span class="ok">●</span> ready — operate a real business from chat</div>
</div>
</aside>
</div>
</header>
<!-- ============================ CASE STUDY / PROOF ============================ -->
<main id="main">
<section class="section case" id="work">
<div class="wrap">
<div class="case-head">
<p class="eyebrow on-dark" data-reveal>Case study · in production</p>
<h2 class="case-title" data-reveal>
Velora — where Claude, ChatGPT & Gemini run a real business
</h2>
<p class="case-lead" data-reveal>
A chat-first, multi-agent commerce platform for businesses in Argentina.
It exposes a production MCP server with 61 tools covering the full commerce
cycle — and any MCP client can operate a real business through it, with
HMAC-authenticated, multi-tenant access. This is the actual product —
deployed on Cloud Run, spun up on demand.
</p>
</div>
<!-- REAL VISUAL EVIDENCE — captured from the live product -->
<figure class="proof proof-wide" data-reveal>
<div class="browser">
<div class="browser-bar">
<span class="tl"></span><span class="tl"></span><span class="tl"></span>
<a class="url mono" href="https://somosvelora.com" target="_blank" rel="noopener">somosvelora.com</a>
</div>
<picture>
<source srcset="assets/velora-integrations.webp" type="image/webp" />
<img
src="assets/velora-integrations.png"
width="1440" height="1410"
loading="eager" fetchpriority="high" decoding="async"
alt="Velora's product: Claude, ChatGPT and Gemini each operating the same business over MCP — selling, reading the live catalog with prices and stock, and generating a payment link." />
</picture>
</div>
<figcaption>
The same MCP server, three clients. Claude sells and sends a MercadoPago
link; ChatGPT reads the live catalog; Gemini queries sales — all over the
open MCP standard, against one real business.
</figcaption>
</figure>
<div class="proof-pair">
<figure class="proof" data-reveal>
<div class="browser">
<div class="browser-bar">
<span class="tl"></span><span class="tl"></span><span class="tl"></span>
<a class="url mono" href="https://somosvelora.com" target="_blank" rel="noopener">somosvelora.com</a>
</div>
<picture>
<source srcset="assets/velora-landing-desktop.webp" type="image/webp" />
<img
src="assets/velora-landing-desktop.png"
width="1440" height="900"
loading="lazy" decoding="async"
alt="Velora landing page: a chat-first commerce assistant answering a customer about catalog stock in real time." />
</picture>
</div>
<figcaption>Chat-first surface — the assistant answers a customer about catalog & stock in real time.</figcaption>
</figure>
<figure class="proof proof-phone" data-reveal>
<div class="device">
<picture>
<source srcset="assets/velora-landing-mobile.webp" type="image/webp" />
<img
src="assets/velora-landing-mobile.png"
width="390" height="844"
loading="lazy" decoding="async"
alt="Velora on mobile: the same chat-first commerce assistant, responsive on a phone." />
</picture>
</div>
<figcaption>Mobile — same surface, responsive.</figcaption>
</figure>
</div>
<div class="case-grid">
<div class="case-cell" data-reveal>
<h3>61 tools, 14 packs</h3>
<p>
Fiscal invoicing (AFIP/ARCA), MercadoPago payments and payment links,
logistics (sandbox), catalog, sales, cash register, and WhatsApp messaging
via the Meta Cloud API.
</p>
</div>
<div class="case-cell" data-reveal>
<h3>Multi-agent over A2A</h3>
<p>
A supervisor + specialized sub-agents communicating over the A2A protocol,
with signed agent identities (Ed25519), orchestrated with Google ADK and
Gemini.
</p>
</div>
<div class="case-cell" data-reveal>
<h3>Built for production</h3>
<p>
Next.js / TypeScript on Cloud Run with Postgres. Idempotent money-path
mutations, per-tenant isolation, webhook signature verification, async task
queues.
</p>
</div>
</div>
<div class="case-actions" data-reveal>
<a class="btn btn-on-dark" href="https://somosvelora.com" target="_blank" rel="noopener">Open the product ↗</a>
<a class="btn btn-ghost on-dark" href="https://github.com/crossi-dev/velora-mcp" target="_blank" rel="noopener">velora-mcp on GitHub ↗</a>
</div>
</div>
</section>
<!-- ============================ ALSO SHIPPED ============================ -->
<section class="section divider-top" id="shipped">
<div class="wrap">
<div class="section-head">
<h2 class="section-title" data-reveal>Also shipped</h2>
<p class="section-sub" data-reveal>
Public, verifiable pieces of the same stack — real code and real
endpoints you can check, not a slide.
</p>
</div>
<div class="cards">
<article class="card" data-reveal>
<div class="card-top">
<h3 class="card-title">velora-mcp</h3>
<span class="badge badge-green"><span class="badge-dot"></span>Production</span>
</div>
<p class="card-desc">
The Argentine commerce MCP server behind Velora: real AFIP/ARCA invoicing
(live CAE), MercadoPago, logistics (sandbox), catalog and WhatsApp — 61
tools across 14 packs behind one HMAC-authenticated, multi-tenant endpoint.
</p>
<div class="card-links">
<a class="link-arrow" href="https://github.com/crossi-dev/velora-mcp" target="_blank" rel="noopener">GitHub ↗</a>
<a class="link-arrow" href="https://glama.ai/mcp/servers/crossi-dev/velora-mcp" target="_blank" rel="noopener">Listed on Glama ↗</a>
</div>
</article>
<article class="card" data-reveal>
<div class="card-top">
<h3 class="card-title">latam-tools</h3>
<span class="badge">MCP registry</span>
</div>
<p class="card-desc">
The pure, no-auth fiscal tools published as a standalone MCP server manifest —
registered so any MCP-compatible client can discover and connect over
Streamable HTTP.
</p>
<div class="card-links">
<a class="link-arrow" href="https://github.com/crossi-dev/latam-tools" target="_blank" rel="noopener">GitHub ↗</a>
</div>
</article>
<article class="card" data-reveal>
<div class="card-top">
<h3 class="card-title">Document Extraction Engine</h3>
<span class="badge badge-green"><span class="badge-dot"></span>In production</span>
</div>
<p class="card-desc">
A document-extraction engine in production for a client: PDFs go in,
structured and validated JSON comes out, enforced by <strong>deterministic
guardrails</strong> — a strict schema, shape validation on every response, and
fail-closed behaviour when a document doesn't conform. Node.js/TypeScript and
Express on Google Cloud Run, scale-to-zero.
</p>
<p class="card-desc">
I also built its evaluation harness, which scores model and prompt
combinations on <strong>accuracy, cost and latency together</strong> across 40
hand-verified documents. Two findings it produced: cutting 55% of the prompt
cost 0.3 points of accuracy (82.5% → 82.2%, same 736 fields), and the scorer
itself was dropping fully-failed documents out of the sample instead of
counting them as zero — a metric that only measures what the system produced
cannot see what it omitted.
</p>
</article>
<article class="card" data-reveal>
<div class="card-top">
<h3 class="card-title">nanoclaw</h3>
<span class="badge">Built · code public</span>
</div>
<p class="card-desc">
A security-focused Microsoft Teams agent over Outlook: mention
<span class="mono">@nanoclaw</span> in a chat and it reads your mail and
calendar, drafts emails, and creates events — with a fail-closed allow-list,
a write-confirmation gate on every send, and an untrusted-data envelope around
tool results. A Claude tool-use loop on the Microsoft 365 Agents SDK, using the
<span class="mono">olk</span> Outlook CLI, with secrets in GCP Secret Manager on
Cloud Run. Code is public.
</p>
<div class="card-links">
<a class="link-arrow" href="https://github.com/crossi-dev/nanoclaw" target="_blank" rel="noopener">GitHub ↗</a>
</div>
</article>
<article class="card" data-reveal>
<div class="card-top">
<h3 class="card-title">velora-track3</h3>
<span class="badge">Google AI Agents Challenge</span>
</div>
<p class="card-desc">
The multi-agent orchestration layer: a Supervisor plus 8 A2A sub-agents
(Ed25519-signed) on Google ADK, Vertex AI and Cloud Run — Velora's entry in
Google's international AI agent competition.
</p>
<div class="card-links">
<a class="link-arrow" href="https://github.com/crossi-dev/velora-track3" target="_blank" rel="noopener">GitHub ↗</a>
<a class="link-arrow" href="https://github.com/crossi-dev" target="_blank" rel="noopener">All repos ↗</a>
</div>
</article>
</div>
</div>
</section>
<!-- ============================ STACK ============================ -->
<section class="section divider-top" id="stack">
<div class="wrap">
<div class="section-head">
<h2 class="section-title" data-reveal>Stack & skills</h2>
<p class="section-sub" data-reveal>
The tools behind the work — from protocol design to deployment.
</p>
</div>
<div class="stack-groups">
<div class="stack-group" data-reveal>
<h3>Agents & protocols</h3>
<div class="chips">
<span class="chip">Model Context Protocol (MCP)</span>
<span class="chip">AI Agents</span>
<span class="chip">Tool / Function Calling</span>
<span class="chip">Multi-Agent Systems</span>
<span class="chip">A2A Protocol</span>
<span class="chip">Google ADK</span>
<span class="chip">Claude API</span>
<span class="chip">Gemini API</span>
</div>
</div>
<div class="stack-group" data-reveal>
<h3>Build & platform</h3>
<div class="chips">
<span class="chip">TypeScript</span>
<span class="chip">Next.js</span>
<span class="chip">Node.js</span>
<span class="chip">Google Cloud Run</span>
<span class="chip">PostgreSQL</span>
<span class="chip">API Integration</span>
<span class="chip">Webhooks</span>
</div>
</div>
<div class="stack-group" data-reveal>
<h3>Integrations shipped</h3>
<div class="chips">
<span class="chip">WhatsApp Business (Meta Cloud API)</span>
<span class="chip">MercadoPago payments</span>
<span class="chip">AFIP / ARCA invoicing</span>
<span class="chip">Logistics / shipping (sandbox)</span>
</div>
</div>
<div class="stack-group" data-reveal>
<h3>How I work</h3>
<div class="chips">
<span class="chip">Production-grade, not demos</span>
<span class="chip">Auth & rate limiting</span>
<span class="chip">Multi-tenant isolation</span>
<span class="chip">Idempotent money paths</span>
<span class="chip">Fluent English</span>
<span class="chip">US time-zone friendly</span>
</div>
</div>
</div>
</div>
</section>
<!-- ============================ BACKGROUND ============================ -->
<section class="section divider-top" id="background">
<div class="wrap">
<div class="section-head">
<h2 class="section-title" data-reveal>Background</h2>
<p class="section-sub" data-reveal>
Formal training, background, and the proof-of-work behind the build.
</p>
</div>
<div class="stack-groups">
<div class="stack-group" data-reveal>
<h3>Education</h3>
<p class="card-desc">
<strong>University Technical Degree in Programming</strong> — Universidad Tecnológica Nacional (UTN), 2020–2022.
</p>
<p class="card-desc">
<strong>Sworn Certified Translator of English</strong> — Universidad del
Aconcagua, Mendoza (2003–2008). English at a professional, near-native level.
</p>
</div>
<div class="stack-group" data-reveal>
<h3>Proof of work</h3>
<p class="card-desc">
<strong>Velora</strong> · 2024 — present. Designed, built, and
operated a multi-agent commerce platform end to end: product, code, deploys,
and incident response on Google Cloud.
</p>
<p class="card-desc">
<strong>Choreless — Backend Developer</strong> · 2025–2026 · Remote. Built and
maintained REST APIs in TypeScript and Node.js, designed relational schemas and
optimised SQL queries, and integrated MCP servers and AI agents into backend
services.
</p>
<p class="card-desc">
<strong>Open BSP — Remote (US)</strong> · 2024–2025. Wrote and tested prompts
for production AI agents.
</p>
<p class="card-desc">
<strong>Document-extraction engine (client project)</strong> · 2026 — present.
Running in production, with an evaluation harness measuring
accuracy, cost and latency together.
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<h3>Recognition</h3>
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Velora was entered in <strong>Google's international AI agent competition</strong>
(2026), built on Google ADK, the A2A protocol, Gemini, and Cloud Run.
</p>
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<h3>How I build</h3>
<p class="card-desc">
Claude Code as a first-class workflow: specification, generation, rigorous
review, and testing. It's how one developer shipped and operates a
61-tool production MCP platform. I direct; the AI executes.
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If you're building MCP servers, AI agents, or production systems that move real
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Available · Remote · US/EU · USD
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<span>© 2026 Carlos Rossi</span>
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<span>MCP & AI-agent developer</span>
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<span>Remote · US/EU</span>
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