Senior AI Engineer · 15+ years shipping production systems
Hi, I'm Ayşin Sancı.
I build agentic AI and RAG systems that hold up in production. Currently voice AI for a healthcare call-centre platform at scale. Fifteen years across banking, robotics, and ML, now finishing an MSc in Data Science & AI at the University of Liverpool.
Recent posts
The Map Itself
Why AI is so much bigger than large language models, and what lives in the regions nobody's talking about right now.
12 August 2026
Where to Actually Start With AI
Most AI learning lists ignore who you are and pretend AI is just LLMs. Here's one map with three paths, for exposure, for depth, or for shipping, so you can choose yours deliberately.
4 July 2026
Recent projects
ReCall-nx
Review 320 hours of lectures in 16, then prove the recall actually stuck.
31 August 2026
Video-Distiller
Turn any informational video into timestamped notes and a local vector database you can actually search.
3 August 2026
Newsletter
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