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