Senior Big Data & Business Intelligence Engineer
Founder of SKatalyst AI · Author · ML Conference Speaker
I build to understand.
I work across data engineering, business intelligence, enterprise AI, autonomous agents, products and creative technology.
Featured presentation
Conference work gives complex architecture a practical form: a clear problem, defensible decisions and a path from context to action.
Selected work
A founder-led platform, a one-person AI company, a healthcare workflow prototype, a multi-agent arena and an experimental interface. Each is a complete system, from the first idea to something that runs.
Agentic AI / Data Intelligence / Application Generation
Building the layer between organizational data and working software.
An agentic AI platform designed to understand scattered organizational data, structure its context, and transform that knowledge into usable software: dashboards, CRUD applications, RAG chat and reports customers can own.
Explore SKatalyst AI →
Autonomous Agents / Orchestration / AI Operations / OpenClaw
An experiment in running ongoing work through specialized AI agents, persistent tools and human approvals.
What happens when one person delegates a real objective to a team of AI agents instead of using AI one prompt at a time? A 24-hour experiment with OpenClaw as manager, Grok Bot as researcher, deterministic code as accountant and PostgreSQL as the only source of truth, watched from a live control room.
Enter the experiment →
Healthcare Workflow / Product Design / Prototype
Reimagining the rehabilitation journey from the patient outward.
A three-role prototype (patient, therapist, administration) that turns a rehabilitation stay into one connected weekly plan: sessions with room, what to wear and what to bring, QR attendance, meals, free-time offers and orientation. Conceived and built from a patient's perspective, proposed to rehabilitation organizations, never deployed in clinical operation.
Read the case study →
Multi-Agent AI / Grok Bot / MCP / Simulation
An experimental arena for autonomous AI agents.
A multi-agent environment built to explore what happens when autonomous AI agents are given distinct roles, bounded tools, rules and a shared world in which their decisions have visible consequences: four players, six system agents, one arena, connected to named Grok Bots through a role-scoped MCP server.
Enter the case study →
Creative AI / Interaction Design / Generative Media
An interactive journey through ten ancient civilizations.
An interactive magical book that turns history into an explorable experience, combining generative AI, cinematic video, cursor-aware interactions and a state-driven web experience across ten ancient civilizations.
Explore the experiment →
Coming 2026
The book introduces the Living Blueprint, a five-layer method for understanding the hidden structure beneath behavior and identity.
Explore the Book
Engineering · Founding · Speaking · Writing
I make complex systems legible across enterprise data, agent context, conference work and independent publishing.