Building and Operating Conviro: The Work Around the Model
Engineering lessons from building Conviro: tenant boundaries, retrieval quality, provider routing, tool permissions, and operating responsibility.
I build e-commerce and AI systems that hold up in production.
Independent consultant for commerce platforms, growth and AI. I audit, build and run stores and the systems around them, from checkout to customer support.
Hasan GültekinSenior full-stack engineer and systems architect
- 15+years of engineering
- Magento 2, Hyvä, WooCommerce, Shopify
- ConviroAI support platform I build and run
What I work on
The same four areas keep coming back, on my own products and on client platforms.
- AI systems in production
- Retrieval, model routing, answer validation and tool authorization for support assistants that talk to real customers.
- Commerce platforms
- Magento 2 and Hyvä, WooCommerce, WordPress and Shopify stores: performance, imports, checkout, integrations, and the debugging when a request gets slow.
- Technical SEO and measurement
- Core Web Vitals, structured data, and GA4 and Tag Manager tracking that survives a redesign.
- Automation and journeys
- Marketo, Mailchimp, n8n and custom journey builders designed to be safe to retry.
Currently building
Conviro
AI customer-support platform. Web chat, WhatsApp and Instagram in one inbox, with retrieval, answer validation and handoff to a person.
ConvergePilot
Turns an expert's working method into executable workflows a team can run and improve.
Working on something similar?
I take on a small number of platform, AI integration and performance projects. Tell me what you are running and where it hurts.