About
I am Mehran Mozaffari. I build and operate applied AI systems that connect models to real workflows, real users, and measurable outcomes.
My work sits at the intersection of:
- agentic systems and LLM operations
- voice and telephony automation
- workflow orchestration across messaging, APIs, and internal tools
- practical AI product direction for domain-heavy businesses
This publication is more than a bookmark log. It is my working field notebook:
- what I am testing right now
- what is production-ready vs demo-only
- where the failures happen and how to design around them
- how new capabilities map into business workflows without exposing sensitive implementation detail
You will see three types of content here:
- Signal briefings from repos, videos, papers, and articles worth operator attention.
- Applied analysis with an implementation lens: tradeoffs, fit, and rollout guidance.
- Project direction notes that share strategy and architecture thinking from what I am building.