Postdoc @HarvardMed (Perrimon Lab) | Computational structural biology | Proteome-scale PPI prediction | Nanobody engineering

Joined April 2014
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🚀 New tool out! LIVIA (Local Interaction Visualization and Analysis) — a browser-based tool for assessing and visualizing predicted protein-protein interactions. Drop in a prediction from AlphaFold-Multimer, AF3, ColabFold, Boltz-1/2, Chai-1, or OpenFold3 (ZIP or folder, auto-detected) and LIVIA answers the two questions you actually care about: ▸ Do these proteins interact? ▸ Which residues form the interface? What you get: ▸ Interface confidence scores — iLIS (our local metric), ipSAE, actifpTM, ipTM ▸ Interaction interface heatmaps (PAE, LIS, cLIS) ▸ Sequence viewer linear & circular contact maps highlighting Local Interaction Residues (LIR) and contact LIR (cLIR) ▸ Embedded Mol* 3D viewer ▸ Downloadable ChimeraX & PyMOL scripts Also fetches dimers directly from the AlphaFold Database — adding the interface annotations AFDB doesn't provide. Everything runs locally in your browser. No install, no upload. LIVIA started as a personal tool — I built it with Claude Code and used it to make every structure figure in our FlyPredictome preprint (Kim et al., 2026). (Claude Code is truly insane...) Along the way I realized it could be useful for others, too. If you have a favorite color palette for structure visualization, please let me know — happy to add it as a preset 🎨 🔗 LIVIA tool: flyark.github.io/LIVIA 🐍 iLIS / batch CLI: github.com/flyark/AFM-LIS 📄 LIVIA preprint: biorxiv.org/content/10.64898… 📄 FlyPredictome preprint: biorxiv.org/content/10.64898…
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Ah-Ram Kim reposted
Excited to see everyone in Seoul for #ICML2026!! 🇰🇷 Our lab will be presenting new works spanning core generative frameworks, molecular design and modeling methods, and even plant engineering algorithms! 🦉🗺️🦅🔥🫧🐦‍⬛🐙☕️🌱 Please come by to learn more and grab some stickers! 🤗 A sampling of our papers 📜: TD3B: Transition-Directed Discrete Diffusion for Allosteric Binder Generation 🦉 (Main Spotlight 🌟) 📜: openreview.net/forum?id=RNuC… 📍: Thursday 5:00 PM KST - Hall A #604 👨🏻‍💻: @Hanqun_CAO @apal9_pal @_sophia_tang_ @yinuo_z98 SF-Cluster: Frustration-Guided MSA Subsampling for Alternative Protein Conformation Recovery 🔥 (Workshop Oral) 📜: openreview.net/forum?id=Y71o… 📍: AI4Science (Saturday) 👨🏻‍💻: @Hanqun_CAO PROPHET: Phylogenetically Robust Binder Design Against Heterogeneous Evolutionary Trajectories 🦅 (Workshop Spotlight) 📜: openreview.net/forum?id=zQJ0… 📍: GenBio (Friday) 👩🏻‍💻: @kimberlyliang_ SOAPIA: Specificity-Guided Generation of Off-Target-Avoiding Protein Interactions with High Target Affinity 🫧 📜: openreview.net/forum?id=qN3s… 📍: GenBio (Friday) 👩🏻‍💻: @SophieVincoff AlloGen: Conformation-Selective Binder Design with Differential State Scoring 🐙 📜: openreview.net/forum?id=OOfd… 📍: GenBio (Friday) 👨🏻‍💻: @Hanqun_CAO CupOFLATTE: Coupled Objective-Guided Discrete Flows via Linker Assembly for Targeted PROTAC Engineering ☕️ 📜: openreview.net/forum?id=ytCJ… 📍: GenBio (Friday) 👨🏻‍💻: BoboLi @RosieZ0512 SPROUT: Steered Plant Promoter Editing via Rollout-Guided Utility Tilting of Edit Flows 🌱 📜: openreview.net/forum?id=4AF7… 📍: GenBio (Friday) 👩🏻‍💻: @liz_mahood PIGEON: Pocket-Inferred Geometric Ensembles for Flexible Docking 🐦‍⬛ 📜: openreview.net/forum?id=tEyb… 📍: GenBio (Friday) 👨🏻‍💻: @TongChen321
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Engineering immune cell therapies for inflammatory bowel disease: from stem cells to CAR T cells nature.com/articles/s41575-0…
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