BLOG · 4 POSTS
Blog
Notes on AI × Bio, research tools, and whatever else I’m thinking about.
What Sidechain is
A solo entry to the Virtual Cell Challenge 2026 that runs like a small research group: one human, a handful of AI agents, and a ladder of models climbed one scored rung at a time.
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Why Autoencoders are so Effective?
Explore why autoencoders shine; this post pairs plain-language basics with demos, figures, and a walkthrough video.
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ntEmbd: Deep learning embedding for nucleotide sequences
ntEmbd turns nucleotide sequences into vector embeddings; explore training setup, benchmarks, and GitHub repo links.
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Trans-NanoSim characterizes and simulates nanopore RNA-sequencing data
Trans-NanoSim captures nanopore transcript quirks; learn how benchmarks and simulations accelerate RNA tooling workflows.
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