The Trusted Advisor
Saturday sandbox · after Chip Huyen, Designing Machine Learning Systems
The Trusted Advisor (carry over) for running a pilot relationship
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In: LABLOOP-W37 Notebook
WEEK 36 · GATE 36: JOURNAL + JOSS
Do one thing.
Then you are ahead.
Preprints are like a published speech; journals are like the speech after the fact-checkers read it. Some doors (grant panels, pharma QA departments, certain hiring committees) still open only for peer-reviewed work. This week you send Paper 1 to a data journal, Paper 2 to a process-engineering or bioengineering journal, and batchlens to JOSS, where reviewers literally open GitHub issues on your repo. Choosing a jou…
If you only do one thing this week: the JOSS submission (fastest review, most useful for instruments)
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THE NEXT BLOCK
How long have you got?
By Sunday you should be able to say: “My work is in peer review at three venues, and I know what each reviewer will look for.”
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MOMENTUM
What you have actually done
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2026-09-29 18:29Finished: SciPy docs, scipy.integrate.solve_ivp2026-09-29 17:44Finished: LearnChemE (CU Boulder) · "Monod Cell Growth Example (Bio)"2026-09-28 22:11Finished: Crash Course Biology #3 · "Biological Molecules2026-09-28 21:50Finished: OpenStax Biology 2e2026-09-25 11:16Finished: OpenStax Biology 2e