
System "Neo". Engineering a Next-Gen Trading Ecosystem
Building a high-performance trading platform with real-time data ingestion, in-house neural networks, and LLM-powered market intelligence.
SWIAT SYSTEMS is a simple space where I share my experiences in projects, business, and sport, and the methods, decisions, and lessons that guide life.

Developing Scalable Solutions
Delivering high-performance architecture, development, and product leadership across diverse sectors. Specialized in building scalable systems and high-velocity engineering teams.

Everything I use to guide, build, and deliver projects.
I'm always excited to work on new projects and collaborate with like-minded people. Whether you have a specific project in mind or just want to explore possibilities.

Building a high-performance trading platform with real-time data ingestion, in-house neural networks, and LLM-powered market intelligence.

How training for 250kg bench, 300kg squat, and 320kg deadlift built more than muscle—it built character.

From seeding in the field to craft noodles on the shelf—how vertical integration creates competitive advantage.