pro
Ivan Tyumenyev
AI SaaS Builder. Agents, RAG & Custom AI Products creator
New to Contra
Ivan is ready for their next project!
Most AI MVPs do not fail because the model is not smart enough.
They fail because the system around it is poorly designed.
Teams often start by choosing between GPT, Claude, or Gemini. But the real questions are:
- How is the AI output validated?
- What happens when it is wrong?
-...
Hi Contra, I’m Ivan, founder of unrealos, an AI product development studio.
We build custom AI SaaS platforms, AI agents, RAG systems, and business automation tools for companies across the US, UK, Australia, Canada, and Asia.
Over the past few years, we have delivered 30+ AI...
