Seyone Chithrananda
@SeyoneC
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🇨🇦 in SF | cs/bioe @ucberkeley, @BerkeleyML, learning @doudna_lab | prev: @arcinstitute, @MSFTResearch, @dyno_tx
Berkeley, CA
Joined January 2019
Really excited to finally share this work from my internship at @MSFTResearch in summer 2023! This project began when Judith and Kevin raised a simple question: can we develop better latent mappings of olfactory stimuli, such as molecules to odor perception? Summary (1/12):
Smell is the least-understood of our senses. With @jdthamores and @SeyoneC, we trained biologically-inspired models that first map odorant molecules to their receptor activation profiles and subsequently predicts their odor percepts.
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RT @owl_posting: How do you make a 250x better vaccine at 1/10 the cost? Develop it in India. (Soham Sankaran, Ep #2) There's a lot of di…
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RT @rbhar90: I've been quiet on Twitter building @deepforestsci . Going to try to be a little louder now that we have some cool technology…
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Curious about olfaction and smell after all the buzz on Twitter/X? Join us tomorrow to hear about work w/ @KevinKaichuang @jdthamores on how models of odorant-receptor interactions can guide our ability to model olfactory perception!
This Tuesday, 1/7 @ 4 pm EST, we'll be back with the 2025 seminar series! @SeyoneC will present "Mapping the combinatorial coding between olfactory receptors and perception with deep learning" Paper: Sign up on our website to receive Zoom links!
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RT @ronboger: It was incredible to work with @SeyoneC @ml_angelopoulos @PeterHYoon & crew on this project along with the rest of the Doudna…
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RT @ronboger: Excited to share our work on calibrated protein search and genome mining with conformal prediction is now in @NatureComms! 📎…
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Post-preprint, we’ve added guidance on how to check for exchangeability (i.e.: does a given similarity threshold’s guarantee hold on your test proteins of interest?) prior to calibration! Led by @ronboger, it was awesome working on this with @ml_angelopoulos & crew. (3/3)
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RT @BiologyAIDaily: Functional Protein Mining with Conformal Guarantees @NatureComms - This paper introduces a statistically principled a…
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RT @michelleeesi: super excited for this!! thanks @dwddao for the opportunity, see everyone in class tomorrow :D
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RT @aditimerch: Excited to have the first project of my PhD out!!! By leveraging Evo's ability to learn relationships across genes (i.e., "…
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RT @aipulserx: How can we use AI language models to identify mutations that could make RNA molecules more thermostable and functional? (Now…
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