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William Grisaitis

02/23/2023, 9:51 PM
hi everyone! i’m william, long time python machine learning geek, currently doing applied ML research in cancer biology with a lab at the dana-farber cancer institute and the broad institute. i do lots of data and ML pipelining type work, and am interested in using dagster to orchestrate my data flows and implement memoization (to prevent re-compute of DataFrame-like assets).
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Fraser Marlow

02/24/2023, 4:16 AM
Welcome - you are in good company for ML in life sciences.
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William Grisaitis

02/28/2023, 11:47 PM
thanks, fraser 🙂 glad to hear it! do you know off hand of any other ml people or organizations using dagster? perhaps with single cell sequencing data? i do research on immunotherapies and work with single cell RNA-seq of melanoma.
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Fraser Marlow

03/01/2023, 4:29 PM
I can’t really share anything that is not in the public domain already, but I will recommend you take a look at https://dagster.io/blog/zephyr-ai-case-study Also we have another case study in the works that I will send over when we publish (hopefully soon, it’s in final review).
Otherwise, maybe it would be worth us having a dagster-life-sciences channel if there are enough folks interested.