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~$ whoami

<Sergio de la Garza/>

class Developer {
roles = ["Senior Full Stack", "AI Engineer", "MCP Developer", "B2B Integrations"]
}
// 18+ years · Top Rated on Upwork · Tamaulipas, MX

I build AI-powered platforms, data infrastructure, and full-stack applications that run real business operations — not demos. Production tools, used daily, maintained for years. $100K+ earned and 6,000+ hours logged on Upwork, building for US, EU, and LATAM clients since 2007.

~$ cat about.md

<About/>

18+ yearsTop Rated on Upwork$100K+ earned6,000+ hours4 MCP servers shipped13-year Loganix anchorBilingual EN/ES
~$ _
~$ ls -la ./projects

<Projects/>

// Real shipped work — production tools used daily, not demos

Calibrate BI Dashboard — preview

Calibrate BI Dashboard

active

3PL business intelligence on 2.26M transactions and $7.79M in revenue across 56 clients.

Full-stack BI platform for a logistics & fulfillment operator. Next.js 16 + React 19 frontend, Flask/Python REST API (19 endpoints, 18 optimized SQL views), BigQuery data layer across 5 datasets and 100+ source tables. Eight dashboards: Overview, Client Analytics, Freight & Carrier P&L, Order Analytics, Income Statement, Service Analytics, Warehouse & Storage, Year-over-Year. Sub-200ms API on large datasets.

  • 2.26M transactions / $7.79M revenue tracked
  • Python ETL on Cloud Run, 975K+ rows synced from Logiwa WMS
  • Sub-200ms API on large datasets
Next.js 16React 19TypeScriptTailwindRechartsFlaskPythonBigQueryGCP Cloud RunPM2Nginx
Sole full-stack engineer · 2025
OnRamp — B2B Integration Platform — preview

OnRamp — B2B Integration Platform

active

9-microservice AI-native B2B integration platform with six autonomous AI agents and full AS2/EDI X12 support.

Full-stack engineer on a funded startup. FastAPI/Python microservices, six named LangChain/LangGraph/CrewAI agents, AS2/EDI X12 protocol service with GCP KMS certificate management, Temporal.io durable workflows, ReactFlow visual pipeline builder, Monaco Editor in-browser code editing. Multi-model AI (OpenAI, Claude, Gemini, Vertex AI). Live integrations: QVC/Rithum, Tractor Supply, Cin7, ShipStation.

  • 9 microservices, 6 autonomous AI agents
  • AS2 + EDI X12 protocol service w/ GCP KMS
  • Live integrations: QVC/Rithum, Tractor Supply, Cin7, ShipStation
FastAPIPython 3.11LangChainLangGraphCrewAITemporal.ioReactFlowMonacoAS2EDI X12GCP KMSFirestorePub/Sub
Full-stack engineer (founding team) · 2025–present
SPP API MCP Server — preview

SPP API MCP Server

shipped

Plain-English access to 100K+ client records via Claude + AI-generated SQL.

Custom Model Context Protocol server (Node.js/TypeScript) enabling natural-language queries against Loganix's SPP business data — revenue, subscriptions, invoice analytics. Includes an ai-sql-generator tool so Claude can write and execute read-only SQL against the live MySQL database. Self-learning system that tracks successful query patterns. HTTP transport mode for remote access.

  • Plain-English → SQL → live MySQL execution
  • Non-technical staff query 100K+ records
  • Self-learning pattern tracker
Node.jsTypeScriptMCP SDKMySQLExpressZodAnthropic Claude
Sole engineer · 2025
AI-STL — Link Building MCP — preview

AI-STL — Link Building MCP

shipped

Sub-second AI domain matching over a 352,000-domain vector-indexed database.

Python MCP server providing real-time AI-powered domain suggestions. Replaced a slow file-based system that generated 23MB+ JSON files with sub-second responses. OpenAI embeddings + Pinecone vector search + MySQL with 5 composite indexes for 10× query performance. Four MCP tools exposed to AI agents.

  • 352K-domain vector index
  • Replaced 23MB JSON file system → sub-second
  • 10× query perf vs. previous solution
Python 3.11MCPOpenAIPineconeMySQL (aiomysql)RedisFastAPIBeautifulSoup4
Sole engineer · 2025
querychat — preview

querychat

shipped

Connect any PostgreSQL/MySQL DB, ask in plain English, get SQL + auto-charts.

Claude Sonnet 4 generates SQL, executes it read-only, and returns results with automatic chart rendering (bar/line/area/pie via Recharts). AES-256-GCM encryption on stored credentials. SQL safety layer blocks all write operations. Built with Next.js 16, tRPC, Drizzle ORM, Vercel AI SDK. Docker Compose included with a 5K-customer demo database.

  • Read-only SQL safety layer
  • AES-256-GCM credential encryption
  • Auto chart selection from result shape
Next.js 16tRPCDrizzle ORMClaude Sonnet 4Vercel AI SDKRechartsDocker
Sole engineer · 2025
openledger — preview

openledger

shipped

Open-source, self-hostable AI finance tracker with natural-language chat + charts.

Users connect accounts, import CSV transactions, and query financials in natural language — AI responses include automatic chart rendering via chartSpec JSONB. Next.js 16, tRPC 11, Drizzle ORM, Better Auth, Anthropic Claude. Docker Compose for self-hosting.

  • Self-hostable via Docker Compose
  • Chat → SQL → chart pipeline
  • Open-source codebase
Next.js 16tRPC 11Drizzle ORMBetter AuthAnthropic ClaudePostgreSQLDocker Compose
Sole engineer (OSS) · 2025
citadevisa.com — preview

citadevisa.com

active

Production SaaS monitoring US visa appointments in Mexico.

Built solo end-to-end. Multi-role user system, real-time automated tracking via headless browsers, live admin dashboard, Stripe billing.

  • Real-time appointment tracking
  • Multi-role auth + Stripe billing
  • Live in production
Next.js 15Strapi v5MySQLPuppeteerTypeScriptStripe
Sole engineer · 2024–2025Live
VISABOT-4-WEB — preview

VISABOT-4-WEB

shipped

Stealth Puppeteer bot monitoring 10 US consulates in Mexico with a real-time web UI.

Node.js + Puppeteer + puppeteer-extra-plugin-stealth (anti-detection), Socket.io real-time web UI, residential proxy rotation via Rayobyte, CAPTCHA handling, Electron desktop packaging, Mailgun email alerts.

  • 10 consulates monitored concurrently
  • Stealth Puppeteer + residential proxy rotation
  • Electron desktop packaging
Node.jsPuppeteerpuppeteer-extra-stealthSocket.ioElectronMailgunResidential proxies
Sole engineer · 2024
~$ _
~$ ls -la ./skills

<Tech Stack/>

// Named tools and protocols from real production work — not buzzwords

[01]

Languages

TypeScriptJavaScript (Node.js)PythonPHPHTML5/CSS3
[02]

AI & MCP

Claude (Opus/Sonnet/Haiku)OpenAI GPT-4/4oGemini (text + Live voice)Vertex AIPineconeLangChainLangGraphCrewAIHuggingFaceMCP server dev (Python + Node)
[03]

Frontend

React 19Next.js 15/16 (App Router)Tailwind CSSshadcn/uiRadix UIFramer MotionRechartsReactFlowMonaco EditorMaterial UI
[04]

Backend

Node.jsExpressFastAPIFlasktRPCRESTWebSocketsServer-Sent Events
[05]

Databases & ORMs

PostgreSQLMySQLMongoDBBigQueryRedisFirestoreSQLiteDrizzlePrismaSQLAlchemy 2.0
[06]

Cloud & DevOps

GCP Cloud RunBigQueryFirestorePub/SubSecret ManagerKMSDockerPM2CaddyNginxLinux
[07]

Workflows & Queues

Temporal.ioBullMQCeleryRedis pub/sub
[08]

Protocols & Integrations

EDI X12AS2SFTPSOAP/WSDLOAuth2JWTStripeMailgunShipStationLogiwa WMSZoho
[09]

Automation & Scraping

Puppeteer (stealth)PlaywrightCheerioBeautifulSoup4Chrome Extensions (MV3)
[10]

CMS & E-Commerce

WordPress (themes/plugins/ACF/WPML)WooCommerceShopify (Liquid/Apps/Headless)HubSpot CMS (HubL/HubDB)
[11]

Testing & Observability

VitestpytestPlaywright e2eTesting LibraryvcrpyOpenTelemetryPrometheusSentry
~$ _
~$ ./connect.sh --init

<Let's Collaborate/>

// 🚀 Long-term engagements preferred · fixed-price welcome

If you're building something real — AI systems, data platforms, B2B integrations, complex full-stack apps, or rescuing a project that's stuck — let's talk. Async-friendly, spec-driven, bilingual EN/ES.

$ hire-on-upwork

Top Rated · $100K+ · 6,000+ hours

// 55 jobs completed · clients in US, EU, and LATAM since 2007

Hire on Upwork
~$ exit 0