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The quieter you become, the more you are able to hear.
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The quieter you become, the more you are able to hear.

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Samurai33/README.md

Samurai — Cybersecurity, AI Systems and Full-Stack Engineering

Building secure, intelligent systems for operations where trust matters.

Website Email Signed commits

$ whoami
Samurai — AI, cybersecurity & full-stack engineer · founder @N3xusD3v · São Paulo, BR

$ cat focus.txt
Secure AI · AppSec & Pentesting · SaaS · Data Governance (LGPD)

$ cat domains.txt
Aviation ops · Offensive security · Sustainable infrastructure

$ cat principles.txt
Security-first · Evidence-driven · Human-in-the-loop

Proof, not promises

Public repositories where the engineering can be inspected end-to-end.

Project What you can verify in the repo
CyberJust · live ↗ Next.js + TypeScript · Vitest unit tests · Playwright E2E · 2 CI workflows · SECURITY.md · 140+ issues/PRs with conventional commits · rate-limiter XFF-bypass fix & hardened security headers
GreenPulse · live ↗ React + Vite · CI pipeline · SECURITY.md / CONTRIBUTING.md · dependency-vulnerability remediation · explicit demo-data boundaries
Data Sentinel Python · LGPD sensitive-data analysis · Google Drive integration · Plotly · Docker delivery

Flagship systems (private source)

Production work under client or product confidentiality. Architecture walkthroughs available on request.

✈️ Ops Log AI — AI-assisted aviation operations platform · open product ↗ Turns flight logs, fuel receipts and maintenance images into structured, human-reviewed records. authenticated APIs billing validation Firebase isolation AI resilience CI

🛡️ CPTS Report AI Enterprise — self-hosted penetration-testing workspace · live workspace ↗ Authorized scope, evidence, findings, CVSS scoring, compliance mapping and human-reviewed AI reporting. authorized-use boundaries evidence confidence remediation tracking

🔎 Public-sector security assessment (2026) — authorized recon & vulnerability assessment Scope control, attack-surface mapping, sanitized evidence with integrity hashes, risk matrix and remediation roadmap. defensive & authorized use only

Now shipping

Repository What it is Stack Last push
hotlead plataforma para Scrapp de Leads quentes Python 2d ago
CyberJust Cybersecurity media and education experience exploring Brazilian cybercrime cases, specialists and digital protection. TypeScript 16d ago
GreenPulse Sustainable datacenter monitoring for energy, carbon impact, SRE health and idle-resource optimization. TypeScript 1mo ago
VoltEra-Nexus-The-Energy-Consciousness-Protocol Interactive digital-art experience connecting clean energy, decentralized infrastructure and speculative technology. TypeScript 3mo ago
MRP Public architecture, documentation and reference assets for the Marola RP FiveM roleplay ecosystem. JavaScript 3mo ago

How I engineer

  • Security before spectacle — authentication, authorization, isolation and sensitive-data handling are architectural concerns.
  • AI assists; humans remain accountable — uncertain output stays explicit, reviewable and correctable.
  • Evidence over claims — tests, CI, docs, hashes and known limitations carry the story.
  • Domain context matters — aviation, pentesting and infrastructure have different failure models.
  • Production is a gate, not a vibe — a working demo is not a production-ready system.
Technology map
Layer Tools
Frontend TypeScript, React, Next.js, Vite, Tailwind CSS, shadcn/ui, Motion
Backend & APIs Node.js, Express, Python, FastAPI, REST, webhooks
AI & Data Gemini, LLM integrations, structured extraction, Pandas, Plotly
Cloud & Platform Firebase, Supabase, Docker, Google Cloud, Azure, Vercel, self-hosted homelab
Security Threat modeling, OWASP ASVS/Top 10, CVSS, recon, evidence integrity, LGPD
Delivery Git, GitHub Actions, Vitest, Playwright, CI/CD, technical documentation

Core technology stack

Activity

Contribution graph — generated daily by this repo's own workflow

Beyond the terminal

Helicopter flight instructor and DJ. Aviation reinforces checklists, risk awareness and calm decision-making; music sharpens timing and the ability to read a live system. Both shape how I build.

Let's build something trustworthy. → samurai@n3xus.dev

AI products · Cybersecurity · Aviation technology · Data governance · Sustainable infrastructure

Pinned Loading

  1. GreenPulse GreenPulse Public

    Sustainable datacenter monitoring for energy, carbon impact, SRE health and idle-resource optimization.

    TypeScript 1

  2. voltera voltera Public

    Product architecture and feasibility dossier for autonomous solar-wind edge computing nodes and distributed green infrastructure.

    1

  3. CyberJust CyberJust Public

    Cybersecurity media and education experience exploring Brazilian cybercrime cases, specialists and digital protection.

    TypeScript 1

  4. Kernel-Mind Kernel-Mind Public

    Research and product concept for neuroscience-informed ambient soundscapes designed to support developer focus.

    1

  5. VoltEra-Nexus-The-Energy-Consciousness-Protocol VoltEra-Nexus-The-Energy-Consciousness-Protocol Public

    Interactive digital-art experience connecting clean energy, decentralized infrastructure and speculative technology.

    TypeScript 1

  6. MRP MRP Public

    Public architecture, documentation and reference assets for the Marola RP FiveM roleplay ecosystem.

    JavaScript 1