Career Arc
From pixels to pipelines.
20 years of building things that work.
I started by obsessing over single pixels in a photography studio — lighting, composition, the science of making products sell. That obsession with precision led me through marketing at industrial plants, into web development, and finally into AI architecture.
My engineering philosophy was forged by necessity. I build systems designed to run autonomously, scale without me, and fail gracefully. Every architecture decision asks one question: "Will this still work when I can't be there?"
Product Photographer
1.3M marketplace sales driven by studio production systems
In-house Marketer
Industrial manufacturing — data-driven campaigns at scale
Web Developer
Founded VKV — New Vision. Vanilla code, Lighthouse 100/100 baseline
AI Architect
Multi-agent orchestration, autonomous pipelines, local LLM fine-tuning
Engineering philosophy
Maximum autonomy. Minimum human-in-the-loop. Systems that run when you can't.
// microservices
The Lab
Hands-on AI tools — tokenize text and compose prompts in your browser, and explore embeddings computed on a self-hosted inference server.
// tech stack
The Stack
Carefully chosen. Obsessively optimized.
// contact
Let's Build Something
Have a complex problem that needs a systems thinker? I build things that scale without you.
vkvstudio.com
