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paulohl/README.md

馃憢 Hi, I鈥檓 Paulo

Computer Sciences Engineer 路 AI & LLM Researcher 路 Data Scientist
Independent researcher and author
馃摣 [email protected]

What I do

I work at the intersection of computer science, artificial intelligence, and data science, with a focus on systems that operate under real-world constraints.

My current work centers on Smart Cities and public-sector digital transformation, advising and designing AI-enabled and data-driven systems for local and central governments across Asia, Africa, Central America, and the Middle East.

I approach AI as infrastructure, not product鈥攅mphasizing architecture, observability, governance, and long-term sustainability over demos and trends.


Background (compressed, but real)

  • Electronics & Computer Sciences Engineer
  • Master鈥檚 in International Business
  • Postgraduate specialization in Data Science

I started my career close to the metal鈥攈ardware, embedded systems, device drivers, and followed computing as it scaled upward: distributed systems, enterprise platforms, cloud infrastructure, and now autonomous AI systems.


Research interests

  • Large Language Models (LLMs) and transformer architectures
  • Diffusion models and probabilistic generative systems
  • Agentic and autonomous AI systems
  • AI observability, governance, and control
  • Data-driven decision systems for institutions

Writing & research

I write and publish on AI systems, diffusion models, and applied architectures, with an emphasis on engineering rigor and deployment reality.
If a system cannot be operated, audited, or sustained, I consider it incomplete.


Outside the keyboard

馃幍 King Crimson (and adjacent territories)

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馃敩 Precious metals recovery and refining

馃摎 Research, writing, and publishing

I build systems, not trends. And I lack patience for low-entropy emotional exchanges.




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Computer science 路 AI systems 路 Data science

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  1. thinking-cybersecurity thinking-cybersecurity Public template

    Thinking Cybersecurity: AI Automation through Diffused Intelligence

    HTML

  2. navigating-UpWork navigating-UpWork Public

    Navigating Upwork: Understanding Corporate Dynamics and Unveiling Freelancer Realities Amid Policy Disruption

    TeX

  3. DOI-10.13140_RG.2.2.20780.58240_1 DOI-10.13140_RG.2.2.20780.58240_1 Public

    Transforming Incident Response: The Role of Hugging Face Diffusers in Automating Cybersecurity Workflows

    TeX

  4. DOI-10.33140_IJCCL.04.01.06 DOI-10.33140_IJCCL.04.01.06 Public

    Platform Governance and Perceived Fairness in Professional Freelance Marketplaces: Evidence from Upwork

    TeX

  5. Gold_Silver_Valuation Gold_Silver_Valuation Public

    Data-driven financial/economic analysts of the profitability Gold and Silver as investment

    R