Ciklum

I write about enterprise AI, automation, and data platforms, with a focus on real-world implementation. My work explores how engineering teams design, build, and scale digital systems—covering architecture, challenges, and practical trade-offs. I share clear, actionable insights for builders, tech leaders, and teams working on modern systems.