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Gali

galinilin
warshanks's profile picture
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https://github.com/galinilin

AI & ML interests

Deep Learning, Bioinformatics and Proteomics

Recent Activity

liked a model 2 days ago
arcinstitute/evo2_40b
upvoted an article 5 days ago
The ML Engineer's Guide to Protein AI
reacted to MaziyarPanahi's post with 🔥 5 days ago
DNA, mRNA, proteins, AI. I spent the last year going deep into computational biology as an ML engineer. This is Part I of what I found. 🧬 In 2024, AlphaFold won the Nobel Prize in Chemistry. By 2026, the open-source community had built alternatives that outperform it. That's the story I find most interesting about protein AI right now. Not just the science (which is incredible), but the speed at which open-source caught up. Multiple teams, independently, reproduced and then exceeded AlphaFold 3's accuracy with permissive licenses. The field went from prediction to generation: we're not just modeling known proteins anymore, we're designing new ones. I spent months mapping this landscape for ML engineers. What the architectures actually are (spoiler: transformers and diffusion models), which tools to use for what, and which ones you can actually ship commercially. New post on the Hugging Face blog: https://huggingface.co/blog/MaziyarPanahi/protein-ai-landscape Hope you all enjoy! 🤗
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