whoami
Bioengineering degree. Seven years in startup land. Now at Amazon in product.
Magech is the workshop I run outside the day job — building agent systems, shipping experiments, writing up what I find. The question driving most of it: where does an LLM add real edge when you’re not running it at scale? That gap between “useful” and “edge” is where the interesting work is.
Feel free to connect on LinkedIn.