Avantika Lal

@avantikalal.bsky.social

Principal Scientist at Genentech. Previously NVIDIA, insitro, Stanford. AI + Genomics.

Highlighting two manuscript additions: 1. Data ablation (Supp. Fig 12): RNA-seq + ATAC/DNase proved essential for key evals. h/t @anshulkundaje.bsky.social for the suggestion! 2. Variant Analysis: We found evidence to upgrade a 3’ UTR VUS from Ellingford et al 2022 to "likely pathogenic."

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Excited to share Nona: a unifying multimodal masking framework for functional genomics. Models for DNA have evolved along separate paths: sequence-to-function (AlphaGenome), language models (Evo2), and generative models (DDSM). Can these be unified under a single paradigm? 1/15

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🚨 Exciting opportunity! The Eric and Wendy Schmidt Center at the Broad Institute of MIT and Harvard is recruiting exceptional postdocs for 2026 at the intersection of ML/math and biomedicine. Shape the future of computational biology 🧵👇

I’ll be in Boston for #ASHG25 next week and am looking forward to meeting everyone! Please ping me if you want to catch up, or catch me after my talk on Thursday morning (It’s the first thing on Thursday morning. I’m sure you all will be awake)

Are you an AI expert who wants to stay in academia and change the world by understanding the most complex things we know - living organisms? Want to lead your own group, based in Heidelberg DE, working language English? @embl.org is hiring in AI embl.wd103.myworkdayjobs.com/en-US/EMBL/j...

Group Leader – AI in Biology

Are you ready to lead groundbreaking research in AI for Biology? Join us at EMBL! We are seeking a visionary scientist to establish their own independent research group bridging innovations in machine...

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