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Guilherme-Lopesz/README.md

Hi there, I'm Guilherme πŸ‘‹

Computer Science Student & Developer
Building practical systems with AI and automation.


🧭 About Me

I'm a Computer Science student from Brazil focused on building, testing, and documenting practical software systems.

My projects span AI, software development, automation, algorithms, and cybersecurity, with a growing interest in understanding not only how systems are built, but how they can be evaluated, improved, and made more reliable.

I'm currently open to remote international opportunities where I can continue learning through real-world engineering challenges.


πŸš€ Selected Work

  • Merlin β€” Multimodal voice agent integrating real-time AI with workflow automation.
  • Nexus β€” Secure communication platform exploring client-server architecture, applied cryptography, and secure-by-design principles.
  • Giro β€” AI-assisted financial transaction classifier combining rule-based logic with AI.
  • GraphRoute β€” Algorithm benchmarking tool comparing BFS, DFS, and Dijkstra over a real geographic road network.
  • Vidas do Campo β€” Interactive learning simulation built around clinical decision-making and educational gamification.

Each project is documented through case studies covering the problem, solution, architecture, technical decisions, results, and limitations.


🧠 Current Focus

  • Artificial Intelligence β€” Neural networks, multimodal systems, AI APIs, and intelligent agents.
  • Software Development β€” Practical systems, algorithms, data structures, APIs, and maintainable architectures.
  • Automation β€” Workflow automation and AI-assisted processes with tools such as n8n.
  • Cybersecurity β€” Security fundamentals, applied cryptography, NFC/RFID systems, and hands-on experimentation.

πŸ”­ Future Directions

I'm currently exploring several directions for future projects:

  • Computer Vision β€” Practical and experimental projects involving image processing, neural networks, and performance evaluation.
  • Cybersecurity β€” More structured hands-on security projects and experimentation.
  • SaaS & Product Engineering β€” Building and maintaining a complete software product end to end.
  • AI & Intelligent Systems β€” Going deeper into neural networks, multimodal systems, and evaluating system reliability.

This roadmap is intentionally open and will evolve as I learn, experiment, and discover new problems worth solving.


πŸ› οΈ Technical Stack

Languages

  • Python
  • TypeScript
  • SQL

Software Engineering

  • Data Structures & Algorithms
  • Git & GitHub
  • Linux

AI & Intelligent Systems

  • Multimodal Voice Agents
  • OpenAI / Gemini / Grok APIs
  • Prompt Engineering

Automation

  • n8n
  • Make.io
  • ManyChat
  • Workflow Automation

Cybersecurity & Systems

  • NFC/RFID
  • Proxmark3
  • ISO 14443-A
  • AES-128

πŸŽ“ Education

Computer Science
2025.2 – Present Β· Expected graduation: 2029.2

Alongside my degree, I continue expanding my knowledge through certifications and specialized training in areas including cybersecurity, networking, computational mathematics, data science, and artificial intelligence.


πŸ“« Let's Connect


Building, testing, learning β€” one system at a time.

Pinned Loading

  1. Guilherme-Lopesz Guilherme-Lopesz Public

    JavaScript 1

  2. nexus-realtime-chat nexus-realtime-chat Public

    Scalable real-time chat system (Flask + WebSocket) with multi-layer anti-spam, state memory and democratic moderation.

    Python 1

  3. giro-transaction-classifier giro-transaction-classifier Public

    High-performance financial classifier using hybrid pipeline (Regex + AI batch) with focus on scalability, cost reduction and privacy.

    Python 1

  4. Merlin-voice-agent Merlin-voice-agent Public

    Python 1