Full-Stack Developer & AI Engineer

About

Full-stack developer with 6+ years building SaaS products, end to end: multi-tenant architecture, backend (Node.js/NestJS, PHP/Laminas, .NET), frontend (React/React Native), PostgreSQL and infrastructure (Docker, Proxmox, Nginx, AWS). Remote experience with international clients, billing in foreign currency.

I built and operate a multi-tenant B2B SaaS in production (payment integrations, WhatsApp automation, invoice issuance), plus a local LLM inference stack compiled and optimized for my own hardware — I like to tinker with my RTX 5090.

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How I work

Verification as discipline

I don't accept answers by authority — not from docs, not from AI. I measure, report and fix.

Full context

I describe and demonstrate the data, and when needed we decide together

Scope → test → minimal fix

Planning and execution: we don't have much time to waste, right?

Long term

Infrastructure built to last, not to impress.

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Skills

Scale 1–10 · 8+ = delivers with authority

Core stack

TypeScript8/10
Node.js / NestJS8/10
React8/10
PHP / Laminas8/10
PostgreSQL8/10

Backend & API

REST / API design9/10
WhatsApp (Baileys)8/10
Payments (Pix, Pagar.me, Asaas)7/10
Auth (JWT, OAuth)7/10

DevOps & Infra

Linux9/10
Docker8/10
Nginx8/10
Proxmox / virtualization8/10
Networking (WireGuard, Tailscale, Cloudflare)8/10
AWS / Kubernetes7/10
CI/CD (GitHub Actions, ArgoCD)7/10

AI & ML

Local LLM inference (llama.cpp, llama-swap)9/10
ComfyUI / SDXL8/10
Generative video (MiniMax, WAN)7/10
RAG (pgvector, BGE-M3, RRF)7/10
Fine-tuning / LoRA7/10
MCP servers7/10

Languages

Portuguese10/10
English8/10
Japanese5/10
Spanish5/10

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Experience

2025 — present

Spheria — Full-Stack Developer

Remote, Spain. Healthcare management software for nursing homes and day care centers (Ballesol HIS): built on OpenEMR, with custom modules for resident management, auxiliary tasks, transfers and readmissions. AI-powered internal documentation tool: reads Bitbucket PRs and YouTrack issues and generates plain-language summaries, translated into Spanish.

2025

Third-party client — Full-Stack Developer

.NET MVC + Vue 3 (Quasar PWA), SQL Server, Kafka, Redis, AWS. CI/CD with GitHub Actions + ArgoCD (GitOps) to Kubernetes (EKS).

2023 — 2024

Meisters / Digiu / Medikus — PHP Developer

Medical management system (OpenEMR): features and fixes in PHP/Laminas, Java Spring Boot, Angular and Vue.

2020 — 2023

SJP Info — PHP Developer

Freelance, then full-time: PHP/Node.js systems, 4 React Native apps on the Play Store, internal systems (time tracking, email backup, orders).

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Beyond the code

Strengths

  • Breadth with depth — owns the application, the infrastructure and the AI layer, with real depth in each.
  • Autonomy — own business, contractor agreement with an international client.
  • Tolerance for technical friction — compiling llama.cpp for Blackwell, debugging video-generation kernels, running Proxmox: tasks most people outsource.
  • Precise communication — translates complexity for non-technical clients without losing precision, in PT and EN.
  • Coherence — open-source when aligned with sovereignty, vendor when aligned with deadlines.

Where I'm growing

  • Team leadership — today a senior executor; people management is the next step.
  • Model research — the stack is strong in model infrastructure, not model research.
  • Public code showcase — repositories are being built (this site is the start).

In my own voice

The system, explained by the person who built it.

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Let's talk

Open to contractor agreements, software and AI projects, and remote partnerships.