Computer Sciences Engineer · AI & LLM Researcher · Data Scientist
Independent researcher and author
📫 ph@sculpit.xyz
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—emphasizing architecture, observability, governance, and long-term sustainability over demos and trends.
- Electronics & Computer Sciences Engineer
- Master’s in International Business
- Postgraduate specialization in Data Science
I started my career close to the metal—hardware, embedded systems, device drivers, and followed computing as it scaled upward: distributed systems, enterprise platforms, cloud infrastructure, and now autonomous AI systems.
- 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
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.
🎵 King Crimson (and adjacent territories)
🔬 Precious metals recovery and refining
📚 Research, writing, and publishing
I build systems, not trends. And I lack patience for low-entropy emotional exchanges.
Computer science · AI systems · Data science