Personal update: Super excited to receive a $25K Fast Grant from the Biswas Family Foundation, one of 20 projects funded this cycle for our work on generative foundation models for viral outbreaks! 🧬🤖
Grateful to @unl_engrgrad for the write-up.
Full story linked below 👇
New preprint: NativeReady predicts whether a protein will give usable native mass spectrometry data, from
sequence alone.
Preprint: doi.org/10.64898/2026.…
Live tool: nativeready.netlify.app
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New preprint: NativeReady predicts whether a protein will give usable native mass spectrometry data, from
sequence alone.
Preprint: doi.org/10.64898/2026.…
Live tool: nativeready.netlify.app
1/6
How do you ensure biological foundation models aren't just memorizing data? 🧐
Happy to announce our abstract acceptance for ISMB MLCSB! We leveraged DNABERT-2 to study Flavivirus host-range determinants through a "leakage-aware" lens.
📍 Catch me in D.C. this July to chat about genomic embeddings and evaluation integrity.
#BioML#AI#Research#ISMB2026
Excited to share NativeReady: A screening tool I developed to predict protein suitability for native ionization before you hit the bench. 🧬
Native MS is powerful but time-consuming. This is a first-pass sanity check to save days of failed sample prep.
🔗 nativeready.netlify.app
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1K Followers 1K FollowingProfessor at @UT_Dallas and @UTSWNews. Brain drug delivery | Biomarkers | AI x Biology. Co-Founder of Avsana Labs. Views are my own.
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