{ Opinions = My own } { RT != Endorsement } Senior Data Scientist | Microbiome Initiative @czbiohub @sunitjain.bsky.social

San Francisco, CA
Joined October 2008
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Excited to announce the release of our Tara plugin! We built Tara internally for everything from quick data analyses to autonomous discovery with agent swarms. AI moves fast, and different models and agents bring different strengths. Tara brings our data into the tools you already use—Claude Code, Codex, and Cursor—so you can choose your models, combine agents, and build your own workflows. Connect with one prompt and start exploring our publicly accessible atlas, Tahoe-100M. Bring in other datasets and tools to investigate drug resistance, explore new indications, and uncover new biology. Going forward, Tara will be the channel through which @tahoe_ai releases its new frontier datasets and models. Proud to open this up. Your agents, your workflows, our data. Can’t wait to see where you take it. More to come. Stay tuned!
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We’re excited to announce that @BioKEAAI has joined the Claude Startups program. Anthropic's support will help us advance our work in AI-powered lab automation, genomics, and open-source tools to make biodiversity discovery faster, more affordable, and more accessible.
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We're mapping our data into the agentic ecosystem using our Claude, Codex, etc plugin - Tahoe Autonomous Research Agent (TARA). Load it into your system! There may be fun drops on the way... :)
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Tara is an AI plugin that connects your own agent to the public Tahoe-100M perturbation atlas - ask real drug-discovery questions, get answers grounded in 100M+ single cells. First public slice. More data coming. tahoebio.ai/tara
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We are making Tara available to the public. Tara is a plug-in we developed internally to connect reasoning models with our datasets and the tools we build on top of them. Going forward, Tara will be the channel through which @tahoe_ai releases some of our other frontier datasets and models. Stay tuned. You can connect your agent to Tara with a single prompt. It currently includes our Tahoe-100M dataset and its derivatives. It is particularly good at making connections between Tahoe’s data and other public datasets and models. Our team, from AI scientists to drug hunters, has been using Tara extensively for a wide range of tasks. It has become a foundational tool for building and conducting research on large-scale biological datasets. We have been constantly surprised by how frontier AI, coupled with Tara, can uncover non-obvious connections across vast sources of biological data and enable discoveries that were difficult to imagine before. We are excited to see what other creative minds do with it.
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Science should be open and accessible, not expensive and exclusive. At @BioKEAAI, we're building low-cost tools to lower barriers to discovery, like this custom-built incubator for under $100. Open designs forthcoming. Less friction, less gatekeeping, more science.
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Looking forward to what comes next. DOE’s environmental genomics data hold enormous untapped potential, and, remarkably, in 2026, it's still mostly gated. I hope the next phase prioritizes broad access and AI-native tools that help more people use these taxpayer-funded datasets.
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Replying to @decodingbio
@decodingbio is a great event and being on the floor of the New York Stock Exchange is always a treat. New this year was attendence by some of the frontier AI labs (A, OAI). The TechBio space certainly continues to evolve rapidly. Big shout-out to @ameekapadia and @pablolubroth for building an organization to bring all these folks together!
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Hypotheses are cheap. Verification requires ground truth, real biological data, not papers that don't reproduce. At @TahoeBio we're building that ground truth: an ocean of single-cell data, ML models that predict zero-shot, and an autonomous agent that validates discoveries in hours, not years. 🧫🧬 This is how we build Biological Intelligence.
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Today we're launching Tara. The premise behind it: in biology, generating hypotheses is the easy part. Validating them is the bottleneck. Tara is built to compress that loop: surfacing discoveries in hours instead of months or years Proud of what the @tahoe_ai team has shipped
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Today we are introducing Tara. Biological datasets are a source of insights and a means to train biological AI models. As the ability to reason at scale emerges, they take on a new role: the ground truth for testing what reasoning models produce, and the environment in which those models operate, get feedback, and improve. Tara, our autonomous research agent, is embedded in our ever-expanding datasets, lab-generated and synthetic, and built to test and evolve the hypotheses frontier models generate, matching the pace at which they produce new ideas. By keeping those models grounded in a vast space of high-precision biological data, we believe we can compound biological reasoning and close the impedance mismatch between hypothesis generation and validation.
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Today we release Rhaister, an elegant statistical model that predicts drug phenotypes in new contexts w/ accuracies comparable to experimental assays. And dropping Emerald Bay, a 2M cell dataset measuring long time-course phenotypes across 1000s of drug-cell line interactions.
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Great day visiting @phylogenomics and discussing environmental genomics, the tree of life, and the gaps still waiting to be resolved. Excited for collaborations ahead, including with @BioKEAAI.
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We are excited to kick of week 2 hosting THE @chr1sa at BioKEA. If you're just joining in, we're adapting the @OpuloInc PnP machine to a biology-purposed bug picker. Today we're unboxing a new Bambu Lab 3D printer and resuming our quest to develop cost-effective biology tools.1/2
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All set for day 3 of N collaborating with @chr1sa on the pick and place machine and transforming it into a bug picker. Pushing @OpuloInc tech to solve biology problems!
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Two updates I've been sitting on: 1. I'm an Anthropic Claude Community Ambassador for the SF Bay Area 🌊 2. Speaking at Code with Claude next week on why domain experts still matter in the age of AI — drawn from what we're building at @BioKEAAI claude.com/code-with-claude/…
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In our new blog post, we team up with @NVIDIAHealth to make it possible to map how drug effects cascades through gene regulatory networks.
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It was a pleasure meeting members of the @BerkeleyML community last week! Our team always enjoys connecting with talented students who are passionate about ML x Bio 💙 We’re excited to continue these conversations and are open to speaking with prospective internship and full-time candidates. Check out our careers page (link in comments)
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We build datasets, train AI models, and use them for the ultimate goal of discovering and developing new medicines, starting from oncology. This joint venture represents another major step towards that and a preview of the business models enabled by our platform.
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