Ajith Warrier

𝗩𝗶𝗯𝗲 𝗖𝗼𝗱𝗶𝗻𝗴: 𝗪𝗵𝗲𝗻 𝗟𝗼𝗴𝗶𝗰 𝗦𝘁𝗮𝗿𝘁𝘀 𝘁𝗼 𝗙𝗲𝗲𝗹 𝗟𝗶𝗸𝗲 𝗠𝘂𝘀𝗶𝗰 Every build has its own rhythm. Sometimes you’re not just writing lines or connecting nodes 𝘆𝗼𝘂’𝗿𝗲 𝘀𝗵𝗮𝗽𝗶𝗻𝗴 𝗲𝗻𝗲𝗿𝗴𝘆. 𝗗𝗮𝘆 𝟯𝟱 𝗼𝗳 #𝟭𝟬𝟬𝗗𝗮𝘆𝘀𝟭𝟬𝟬𝗔𝗜𝗕𝘂𝗶𝗹𝗱𝘀 𝘄𝗶𝘁𝗵 Rashmi Chanduraj 𝗮𝗻𝗱 Nabila K That’s 𝗩𝗶𝗯𝗲 𝗖𝗼𝗱𝗶𝗻𝗴. It’s the moment the code, the workflow, and the creative impulse move in sync. You’re no longer limited by syntax; you’re 𝘀𝗰𝘂𝗹𝗽𝘁𝗶𝗻𝗴 𝗹𝗼𝗴𝗶𝗰 𝘄𝗶𝘁𝗵 𝗶𝗻𝘁𝘂𝗶𝘁𝗶𝗼𝗻. Lately, every project a landing page, a Python snippet, or an n8n flow starts with a 𝘀𝗶𝗴𝗻𝗮𝗹. A pulse. An idea that already has motion in it. 𝗛𝗼𝘄 𝘁𝗼 𝗮𝗰𝘁𝘂𝗮𝗹𝗹𝘆 "𝗩𝗶𝗯𝗲 𝗖𝗼𝗱𝗲": • 𝗣𝗿𝗼𝗺𝗽𝘁 𝗳𝗼𝗿 𝗜𝗻𝘁𝗲𝗻𝘁: Describe the feeling, not just the function. Aim for "seamless and invisible" over "standard script." • 𝗜𝘁𝗲𝗿𝗮𝘁𝗲 𝗯𝘆 "𝗙𝗲𝗲𝗹": Don't just fix bugs fix the friction. If it feels off, pivot the prompt toward the aesthetic or emotional journey. • 𝗧𝗼𝗼𝗹 𝗙𝗹𝘂𝗶𝗱𝗶𝘁𝘆: Don't get stuck in one lane. Let the 𝗶𝗱𝗲𝗮 dictate the tool whether it's raw code or a visual canvas. • 𝗧𝗵𝗲 𝟴𝟬/𝟮𝟬 𝗥𝘂𝗹𝗲: Let AI handle the heavy lifting so your intuition can focus on the 𝟮𝟬% 𝘀𝗼𝘂𝗹 𝗮𝗻𝗱 𝗽𝗼𝗹𝗶𝘀𝗵. Vibe coding is bridging the gap between 𝗽𝗿𝗲𝗰𝗶𝘀𝗶𝗼𝗻 and 𝗽𝗿𝗲𝘀𝗲𝗻𝗰𝗲. You’re using systems and structure, while listening for the flow underneath. 𝗡𝗲𝘅𝘁 𝗽𝗼𝘀𝘁: I’ll show this in action. One prompt, four tools, four builds. Same energy, different expressions. If you’ve ever felt that moment when your build starts designing you back drop "VIBE" below. #VibeCoding #AICreation #WorkflowDesign #PromptEngineering #BuilderMindset #InnovationInAction

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Excited to share Ankur Capital's India Deep Science Tech Report 2025! 🚀 Recently connected with Suraj Nair, VP at Ankur Capital, to discuss India's biotech and deep science ecosystem. As I explore the translational science landscape, particularly therapeutics development, biomanufacturing, and synthetic biology, this report offers powerful insights. Key insights from the report: 🇮🇳 India rose from 81st to 38th in the Global Innovation Index (2015-2025) 💡 Domestic patents made up over 50% of filings in FY24—a key inflection point 🚀 Indian companies can build pilot plants for 8x less and commercial plants for 4x less than global peers 🎯 Four sectors poised to dominate the next decade: AI & Compute, Energy, TechBio, and Space What stands out: India's unique advantages: lean manufacturing economics, homegrown R&D maturity, and geopolitical tailwinds. Essential reading for anyone in India's deep science ecosystem. Link: https://lnkd.in/gTqJ8JQD #DeepTech #Biotech #Innovation #India #SyntheticBiology #TechBio #AnkurCapital

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🙌🏽 Had a blast sitting down with Authority Magazine to talk about what what it really takes to build useful AI in healthcare! (I also admit in the interview that I still call my parents every morning and share a very innovative way my dad helped me master math and chem as a kid 🤣) On the more serious side, few AI principles we keep coming back to here at Novellia: 🧠 Don’t start with AI; start with the problem. We didn’t set out to build an AI company. We set out to prevent early goodbyes. AI just turned out to be the best tool for the job. 🔁 Perfection is the enemy of progress. Some of our most meaningful breakthroughs came from launching imperfect things (right, ▫️ Elliot?) that were still 10x better than the status quo. 🧭 The goal isn’t to build headline-grabbing AI; it’s to make an impact. What matters isn’t how elegant the algo is. What really matters is whether it helped a patient improve their care journey, or a treatment get approved faster. Thanks to the Authority Magazine team for the thoughtful conversation. And to the incredible Novellia team for helping bring this vision to life every day! #RWE #AIinHealthcare #HealthTech #EvidenceStrategy #RealWorldData #Leadership

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At International Institute for BioSensing Lecture Series, we were honored to host Vipin Kumar and his amazing talk on “AI at an Inflection Point: Catalyzing a New Era of Discovery”. This talk dives into how AI is no longer just a tool for analysis, but a catalyst for accelerating discovery and reimagining entire fields. It explores how it offers a path toward more accurate and generalizable predictive models that are beginning to have  transformative impact across science and engineering. If you weren’t able to join us live, the recording of this amazing talk is now available in our Youtube channel: https://lnkd.in/epBmrvgr #AI #Innovation #Research #TechLeadership #FutureOfDiscovery #ArtificialIntelligence

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De novo protein binders against undruggable targets? Here's how Institute of Protein Design scientists target Intrinsically Disordered Regions using RFdiffusion Try the protocol on Tamarind Bio now: https://lnkd.in/gbS7P92R The authors design binders for 43 targets (18 synthetic peptides + 21 diverse native IDRs + a few others, including polar targets) yielded binders for 39/43 while testing ~22 designs per target. 34 binders reached 100 pM–100 nM Kd, with most other being in the nanomolar range. Unlike most de novo design publications, we have specificity data! All-by-all binding showed each design strongly binds only its intended target. The authors build a template library of pocketed scaffolds that “wrap” extended IDR conformations; target sequences are threaded and then optimized by ML sequence/backbone refinement. This methodology is a promising step towards systematic design of de novo binders against IDRs, with clear applications in proteomics and cell biology, and potential for therapeutics Congratulations on the Science publication! Institute for Protein Design, University of Washington ————— Tamarind Bio is the leading provider of molecular design tools, such as IDR binder design, RFdiffusion, and AlphaFold. Through our web interface, Copilot, and API, scientists can use these tools at large scales, no coding required.

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#rulesofthumb 1. Every field has at least one rule of thumb that everbody uses and no one can trace to the original source. This rule of thumb is load-bearing. 2. If the rule of thumb does have a name attached to it, in all likelihood the named person (a) did not originate it or (b) would passionately disown it today. Or both. This rule of thumb is estranged. (A rule of thumb can be both load-bearing and estranged since utility and provenance are orthogonal)

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Great case study of generating novel #antibodies using #AI model #Chai-2 on #OCI with #ChaiDiscovery. Chai-2 is the first AI system capable of reliably generating novel antibodies from scratch directly from target #epitopes , eliminating the need for iterative laboratory screening or extensive optimization. Chai-2 integrates sophisticated structural prediction with generative #moleculardesign to produce antibodies exhibiting high specificity, favorable therapeutic profiles, and rapid experimental validation. Chai-2 found hits to half of the targets within 2 weeks when testing only 20 designs. The model also achieved a global success rate of close to 20% for antibodies. This represents a #100Fold improvement over existing approaches. #insilico #proteins

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