blog

Notes on learning, research, and building

I write occasionally about machine learning systems, agent optimization, and lessons learned from building software. Longer pieces are on the way—subscribe via your favorite RSS tool soon.

Coming soon

Essays are in progress

I'm drafting posts on physics-informed models, latency-aware inference, and what makes agents reliable. Check back shortly for the first write-up.

Want updates?

Send a note to mmerlin[at]stevens[dot]edu and I'll share the first publish.

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