Akshay @SpinQED

Research @ Yale | NYU. Work on Machine Learning | BioML | Drug Discovery New Haven, CT Joined April 2025

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Akshay @SpinQED

6 days ago

@QuanquanGu Congratulations! So excited for this!

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Akshay @SpinQED

2 months ago

@JD_Buenrostro @broadinstitute thank you always for ATAC-seq 🫡

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Ilija Lichkovski @carnot_cyclist

5 months ago

Science is the act of capturing pockets of computational reducibility

The reason symmetry is so important in physics is because symmetry is a highly effective compression operator. If a system is invariant under some symmetry, you only need to explain one axis of it. Scientific models represent the systematic exploitation of the universe's internal

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Akshay @SpinQED

6 months ago

@TimothyDuignan @navvye Curious why you think NNPs are clearly the long-term solution here. Mutation effects seem to depend heavily on evolutionary constraints captured by PLMs as well as structural and thermodynamic effects.

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✒️ @Literariium

7 months ago

— Marcus Aurelius

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Pranam Chatterjee @pranamanam

8 months ago

Input a protein sequence + the residue positions to target → potent motif-specific binders in seconds! 🪄 Introducing our newest version of moPPIt! Experimentally validated for domain- and IDR-specific binding, as well as receptor inhibition and CAR-T cell design! 🧫 📜: biorxiv.org/content/10.110… 🤗: huggingface.co/ChatterjeeLab/… 🧵👇

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Akshay @SpinQED

9 months ago

@meganium1236251 @alec_helbling That's not true. We found evidence that REPA works for Image Editing models as well.

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Elliot Hershberg @ElliotHershberg

10 months ago

On AI Infrastructure in Biology centuryofbio.com/p/infra Billions of dollars are flowing into AI investments for biotech. A lot of this money is going to new platform companies with aspirations to develop drug pipelines. People debate the magnitude of impact this will have, but it's becoming consensus AI will play a central role in the future of drug discovery. But some of this investment is going to companies selling technology, not drugs. This thesis is met with much more skepticism. Historically, it's been challenging to build big businesses in biotech without a drug pipeline. In a new essay, I tell three stories of how our industry might evolve to support the development of new AI infrastructure businesses. Better tools can raise our ambitions for what can be built with biology.

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Akshay @SpinQED

10 months ago

@mkurman88 This is so amazing!

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Akshay @SpinQED

11 months ago

@pranamanam Congratulations Pranam!

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Akshay @SpinQED

11 months ago

@rishabh16_ Hey I’m at MIT for the Boltz Hackathon and the MoML Conference. Would love to meetup!

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Akshay @SpinQED

11 months ago

@parmita Will you be there for the M-boltz hackathon on 20th at MIT? if yes, would love to meet up?

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Jay Yang @Jayyanginspires

a year ago

No one talks about how peaceful life gets when you’re 'locked in'. 12+ hour days feel effortless. Week days and weekends blend together. You wake up, work, and by the time you check the clock it’s time to sleep again. Runners call it the high. Athletes call it the zone. Writers call it flow. Whatever it is, it’s beautiful.