This week’s #contraquest asked to share the project I’m most...
Diana Chykhabakh
This week’s #contraquest asked to share the project I’m most proud of — and this one shows what real AI automation looks like in business.
I built an AI Healthcare Voice Bot that handles patient bookings end-to-end — from voice input to CRM — in ~30 seconds with zero manual work.
What I learned
AI bots scale only when conversation logic and data validation are designed upfront — not patched later.
Tools used
n8n, OpenAI (LLM + TTS), Telegram API, Google Sheets (CRM)
How it shaped me
This project pushed me beyond “chatbots” into building production-ready AI assistants that replace manual operations.
If you’re building AI systems meant to run real operations, I’d love to connect.
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Posted Jan 15, 2026
This week’s #contraquest asked to share the project I’m most proud of — and this one shows what real AI automation looks like in business. I built an AI Heal...
