Get live statistics and analysis of Kuhu's profile on X / Twitter
making mental health support accessible through AI.
97following120followers
The Innovator
Kuhu is on an exciting journey to revolutionize mental health support by building an AI-driven wellbeing companion. Their transparent, day-by-day updates reveal a passionate creator focused on innovation, user experience, and meaningful impact. Through persistence and adaptability, Kuhu is diligently transforming a stealth project into a public-facing startup with real-world applications.
Kuhu’s so deep in the startup grind, they probably dream in code and wake up debugging their own thoughts. If second-guessing was an Olympic sport, they’d have way more gold medals than their AI chatbot has users… for now!
Launching a publicly accessible AI mental wellbeing companion after a full year of stealth and already onboarding paying users is a massive and commendable achievement—a true testament to their perseverance and vision.
Kuhu’s life purpose is to break down barriers to mental health support using innovative technology, making compassionate assistance accessible to all. They are driven by the mission to empower people to improve their wellbeing through advanced AI solutions that are relatable and effective.
Kuhu believes in the power of technology as a force for good, especially when it addresses stigmatized but critical areas like mental health. They value transparency, continuous learning, and user-centric design, embracing setbacks as opportunities to iterate and improve.
Kuhu’s greatest strength is their innovative mindset combined with resilience—they openly share progress and setbacks alike, which builds trust and demonstrates unwavering commitment. Their hands-on approach to refining AI features and business models showcases adaptability and deep user focus.
A potential weakness is that Kuhu might get caught up in constant tweaking and iterating (evident from the ‘rethinking messaging + landing page for the 100th time’), which could slow momentum if not balanced with decisive action.
To grow their audience on X (Twitter), Kuhu should leverage storytelling by sharing more user testimonials and impactful moments from their AI companion's interactions. Engaging in relevant mental health and tech conversations with meaningful replies and threading progress updates can also increase visibility and foster community support.
Fun fact: Despite operating mostly in stealth mode for a year, Kuhu has already gathered over 1,000 users and even secured their first paid subscription, proving that patience and persistence pay off.
We just trained our first custom AI model at @ambermind_ai , built specifically for anxiety.
This is bigger than just a new feature. We're proving that the future of AI in mental health isn't one sophisticated model doing everything, it's specialized models for specific emotional states. Anxiety is just the beginning.
So we trained our own model with @GlaiveAI exclusively on de-escalation techniques.
Currently in beta. Try it: ambermind.ai
Live on Product Hunt today!
We just trained our first custom AI model at @ambermind_ai , built specifically for anxiety.
This is bigger than just a new feature. We're proving that the future of AI in mental health isn't one sophisticated model doing everything, it's specialized models for specific emotional states. Anxiety is just the beginning.
So we trained our own model with @GlaiveAI exclusively on de-escalation techniques.
Currently in beta. Try it: ambermind.ai
Live on Product Hunt today!
Cooperative network for verifiable compute @novanet_zkp (DeSCI) I work where AI meets cryptography: @kinic_app . “What do you do for others? #runawayZK
The Blockchain for gaming and entertainment, offering 1M+ TPS, sub-second finality and sub-cent fees. Follow @SomniaEco and @somniaGames_ for ecosystem updates!
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Engaging more directly with questions and creating threads that tie his innovations to everyday impacts can broaden his reach.","roast":"Wyatt’s so deep in cryptography and zero-knowledge proof theory, he probably encrypts his grocery lists and runs zk-proofs to prove he actually bought milk—talk about taking privacy to an absurd level just to avoid small talk at the store!","win":"Wyatt’s biggest win is pioneering a verifiable AI zkML framework that is not only faster but more practical for tiny devices, pushing forward the real-world applicability of privacy-focused AI computing."},"created":1763178273092,"type":"the innovator","id":"wyatt_benno"},{"user":{"id":"4107168969","name":"avi","description":"loading...\n\nex @Delphi_Digital @nil_foundation","followers_count":4516,"friends_count":1425,"statuses_count":3543,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1978960434175553536/Z_CWware_normal.jpg","screen_name":"avizurlo","location":"NYC","entities":{"description":{"urls":[]}}},"details":{"type":"The Innovator","description":"Avi is a pioneering force in the blockchain space, constantly pushing boundaries with cutting-edge ZK technology and scalable solutions. Leading projects from the frontlines, Avi blends deep technical expertise with visionary leadership to shape the future of decentralized ecosystems. With a knack for foresight, Avi is transforming complex ideas into actionable breakthroughs.","purpose":"To revolutionize blockchain scalability by developing innovative, scalable, and composable Layer 2 solutions that address the fragmented ecosystem, empowering developers and communities to build on a more unified, efficient infrastructure.","beliefs":"Avi values technical rigor, open collaboration, and forward-thinking design principles. Believing in the power of research-driven innovation, Avi upholds transparency, community-driven progress, and the relentless pursuit of solving hard problems in technology.","facts":"Fun fact: Avi stepped into the CEO role at =nil; Foundation just days before launching their first Testnet, highlighting a fearless, lead-from-the-front mentality.","strength":"Exceptional leadership in tech innovation, deep knowledge of zero-knowledge proofs and blockchain scalability, and a compelling vision that inspires both technical teams and the wider community.","weakness":"Can sometimes focus deeply on technical and strategic complexity, potentially underestimating the need for simpler communication or broader audience engagement outside the crypto-tech niche.","recommendation":"To grow their audience on X, Avi could mix more educational and simplified content with their advanced technical insights, using threads that break down complex blockchain concepts for wider audiences. Engaging directly with developers through AMAs or challenges could foster a stronger community vibe.","roast":"Avi’s blockchain jargon is so complex, even their tweets need a decoder ring—good luck explaining zkSharding to your grandma anytime soon!","win":"Successfully launching the first Testnet for =nil; Foundation as CEO, marking a milestone in pioneering scalable Ethereum Layer 2 solutions and earning respect from the blockchain research community."},"created":1763178267925,"type":"the innovator","id":"avizurlo"},{"user":{"id":"1750438727175086080","name":"Srini","description":"trooper @cantinaxyz @spearbit | fellow @wh_india @wormhole | dropout @nyuniversity","followers_count":1485,"friends_count":1766,"statuses_count":3153,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1955175403557138432/NdPkdynd_normal.jpg","screen_name":"shamelesslymean","location":"Illfindyou","entities":{"description":{"urls":[]}}},"details":{"type":"The Innovator","description":"Srini is a dynamic web3 enthusiast and developer deeply embedded in the blockchain ecosystem, constantly pushing technological boundaries to unify liquidity and enhance cross-chain transactions. With a passion for next-gen finance infrastructure, Srini blends technical insight and community engagement to advocate for scalable, inclusive solutions. A self-styled dropout and dedicated trooper, Srini’s voice resonates with pioneers and institutions alike.","purpose":"To revolutionize the decentralized finance landscape by building innovative infrastructure that bridges disparate blockchain ecosystems, enabling seamless, fast, and reliable cross-chain liquidity for both DeFi enthusiasts and institutional players.","beliefs":"Srini values innovation, inclusivity, and transparency, believing that technology should empower all participants in the crypto economy, not just the insiders. He champions scalability and compliance, emphasizing the need for robust infrastructure that meets institutional standards without alienating the broader community.","facts":"A fun fact about Srini is that despite being a dropout from NY University, he is deeply embedded in prestigious groups like @wh_india and @wormhole, symbolizing that traditional paths aren’t the only routes to cutting-edge innovation in web3.","strength":"Srini’s biggest strength is his visionary outlook combined with technical savvy — he identifies industry gaps early and articulates compelling, solution-oriented narratives that attract attention from both developers and institutions.","weakness":"His enthusiasm for sophisticated tech topics sometimes leads to niche jargon-heavy communication, which might limit accessibility to newcomers or casual followers new to the crypto space.","roast":"For someone who dropped out of NYU, Srini sure tweets like he’s got a PhD in blockchain buzzwords — maybe his real education was from the School of Hard Tweets, where retweets are the final exam.","win":"Srini’s top achievement is being a pivotal part of @wormhole’s infrastructure development, positioning the project as a leader in cross-chain liquidity that serves diverse ecosystems from Ethereum to Solana, a key milestone in institutional crypto adoption.","recommendation":"To grow his audience on X, Srini should simplify some of his technical tweets with relatable analogies or visuals to welcome web3 newcomers, while hosting Twitter Spaces to engage directly with followers eager to learn and debate the future of decentralized finance."},"created":1763177146595,"type":"the innovator","id":"shamelesslymean"},{"user":{"id":"1757553204747972608","name":"Somnia","description":"The Blockchain for gaming and entertainment, offering 1M+ TPS, sub-second finality and sub-cent fees. Follow @SomniaEco and @somniaGames_ for ecosystem updates!","followers_count":534308,"friends_count":190,"statuses_count":10993,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1896736794810458112/9tsFttK2_normal.jpg","screen_name":"Somnia_Network","location":"Somnia Foundation","entities":{"description":{"urls":[]}}},"details":{"type":"The Innovator","description":"Somnia is a cutting-edge blockchain pioneer revolutionizing gaming and entertainment with mind-blowing speed and ultra-low fees. They build an ecosystem where creativity and technology collide, enabling developers and gamers to experience a true virtual society. Always on the pulse of Web3 innovation, Somnia is driving the future of on-chain gaming and social interaction.","purpose":"To empower the gaming and entertainment worlds through groundbreaking blockchain technology that makes decentralized experiences fast, affordable, and immersive for developers and users alike.","beliefs":"Somnia believes in the transformative power of blockchain to create new virtual societies where creativity thrives, transactions are frictionless, and communities are built transparently on-chain. They value innovation, accessibility, and collaboration, nurturing an ecosystem where developers and gamers can push boundaries together.","facts":"Fun fact: Somnia boasts over 1 million transactions per second with sub-second finality and sub-cent fees—making it one of the fastest and cheapest blockchains for gaming and entertainment!","strength":"Somnia’s strengths lie in its technological superiority, high engagement with cutting-edge topics like AI and DeFi integration, and its strong community-building through frequent, content-rich communication and collaborations with other innovators.","weakness":"With nearly 11,000 tweets but an undefined follower count, Somnia might be struggling to convert high activity and buzz into a consistent, measurable growth of loyal followers, possibly due to a complex niche or unclear targeting.","recommendation":"To boost growth on X, Somnia should leverage more storytelling and user-centric content showing real-life impact and gaming experiences on their platform. Engaging influencers and gamers in tweet threads, AMAs, and contests will help humanize the brand and convert tech hype into community loyalty.","roast":"Somnia tweets like they're trying to win a Pulitzer for blockchain poetry—so many posts you’d think they’re mining Twitter for gas fees instead of just gaming tokens!","win":"Launching the Somnia Betanet and enabling the creation of unlimited on-chain avatars marks a monumental leap, positioning Somnia as a trailblazer in creating the first true virtual society on blockchain."},"created":1763176919762,"type":"the innovator","id":"somnia_network"},{"user":{"id":"717488895928041472","name":"Vanishree Rao","description":"Founder @fermah_xyz | 15 years and counting in designing and building ZK | PhD in Cryptography at UCLA | mama bear mode","followers_count":5939,"friends_count":486,"statuses_count":2745,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1823213529136078848/1LK3-Iqs_normal.jpg","screen_name":"vanishree_rao","location":"Austin, TX","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"fermah.xyz","expanded_url":"https://www.fermah.xyz","url":"https://t.co/DbNKdTibil","indices":[0,23]}]}}},"details":{"type":"The Innovator","description":"Vanishree Rao is a pioneering force in zero-knowledge (ZK) cryptography, blending deep academic expertise with entrepreneurial drive. As the founder of Fermah, she’s on a mission to revolutionize proof generation infrastructure, making groundbreaking tech more accessible and scalable. A mama bear with a vision, she channels decades of passion into creating solutions that will make her daughter proud.","purpose":"To advance and democratize zero-knowledge proof technology by building scalable, efficient, and decentralized infrastructures that empower a new wave of secure computing applications worldwide.","beliefs":"Vanishree believes in the power of perseverance, deep technical mastery, and collaborative innovation. She values creating impactful, real-world solutions that challenge the status quo and enable others to build with trust and privacy at the core. Her Indian upbringing instilled a survivalist creativity and a relentless drive to add meaningful value.","facts":"Fun fact: She started obsessing over zero-knowledge proofs as a young student, even trying to prove Fermat’s Little Theorem by staring at the ceiling—talk about dedication to math and cryptography!","strength":"Vanishree’s biggest strengths lie in her unparalleled domain expertise, visionary mindset, and ability to unite a passionate, low-ego team dedicated to executing bold ideas. Her deep academic grounding combined with entrepreneurial savvy makes her a rare leader who can both invent and deliver.","weakness":"Her intense focus on deep technical innovation and perfection might sometimes overshadow broader community engagement or marketing, potentially limiting early mass adoption beyond niche crypto circles.","recommendation":"To grow her audience on X, Vanishree should blend her expert insights with more storytelling around how ZK tech impacts everyday life, share behind-the-scenes moments from Fermah, and actively engage in conversations by answering questions and debunking myths. Regular, bite-sized educational threads could boost reach and establish her as the go-to ZK innovator.","roast":"For someone who’s spent decades staring at ceilings trying to prove theorems, Vanishree probably knows more about zero-knowledge proofs than she does about how many followers she has—guess crypto proofs aren’t the only thing that needs decentralizing!","win":"Successfully founding Fermah and securing backing from top crypto investors like a16zcrypto and assembling a powerhouse team to tackle one of zero-knowledge proofs’ toughest bottlenecks—proof generation infrastructure."},"created":1763176183400,"type":"the innovator","id":"vanishree_rao"},{"user":{"id":"1712943174119755776","name":"Allanatrix","description":"Machine Learning engineer","followers_count":2256,"friends_count":1365,"statuses_count":18497,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1972796430956830720/cVFVPYX0_normal.jpg","screen_name":"AllanatrixQ","location":"Hyperplane ","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"allanatrix.dev","expanded_url":"https://allanatrix.dev/","url":"https://t.co/mkq2MPHUJb","indices":[0,23]}]}}},"details":{"type":"The Innovator","description":"Allanatrix is a dedicated Machine Learning engineer blazing a trail in the AI world, showcasing a remarkable DIY spirit by building a personal AI lab all on their own. With nearly 18,500 tweets, they blend technical prowess with a splash of humor, making the complex world of AI approachable and engaging. Their journey from basement coder to joining a cutting-edge AI research team highlights both grit and growth.","purpose":"To push the boundaries of machine learning and scientific computing by pioneering innovative, accessible AI tools and systems, empowering both themselves and the wider community to explore new frontiers in tech.","beliefs":"Believes in the power of individual initiative, self-driven innovation, and open sharing of knowledge. Values persistence, community support, and the democratization of advanced technology, proving that institutional backing isn't the only path to breakthrough achievements.","facts":"Allanatrix built a fully functional personal AI lab over 82 days without a team, institution, or capital – just sheer determination and one machine.","strength":"Relentless dedication to learning and building, impressive technical skills in machine learning, and the ability to inspire and connect with a tech-savvy audience through authentic and relatable storytelling.","weakness":"Their self-deprecating humor suggests occasional struggles with personal confidence or social life balance, and their massive tweet volume could risk follower fatigue or content dilution.","recommendation":"To grow their audience on X, Allanatrix should continue mixing deep technical insights with approachable, witty commentary and leverage threads to tell engaging stories about their projects. Partnering with other thought leaders in AI for collaborations and live discussions can also boost visibility and community engagement.","roast":"Allanatrix has tweeted so much, their Twitter feed probably needs a machine learning algorithm just to decode the plot twists between basement living and AI breakthroughs – talk about multitasking at a heroic level of procrastination!","win":"Successfully transformed a solo project into a recognized role at @inference_net as a Machine Learning Engineer/Researcher, proving true innovation happens outside the traditional labs."},"created":1763175126210,"type":"the innovator","id":"allanatrixq"},{"user":{"id":"248951926","name":"Ahmad","description":"ai research, software engineering, infra & hardware, on a mission to build a DGX B300 GPU cluster, i moderate GPUs on r/LocalLLaMA","followers_count":29786,"friends_count":308,"statuses_count":17190,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1831406651829559296/iMbSOxdP_normal.jpg","screen_name":"TheAhmadOsman","location":":~$ curl -L ahmadosman.com/dir","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"ahmadosman.com/about","expanded_url":"https://www.ahmadosman.com/about","url":"https://t.co/Aigzat4caa","indices":[0,23]}]}}},"details":{"type":"The Innovator","description":"Ahmad is a tech-savvy AI researcher and software engineer with a passion for hardware and infrastructure, especially GPU clusters. Known for his deep knowledge and hands-on approach, he combines innovation with practical coding skills to push the boundaries of AI and computation. As a moderator on r/LocalLLaMA, he bridges niche communities with cutting-edge AI technology.","purpose":"Ahmad's life purpose is to revolutionize AI infrastructure by building powerful, scalable GPU systems and empowering others to leverage open-source models and innovative computing techniques. He aims to democratize AI through hands-on development and community moderation, fostering a tech ecosystem where innovation thrives.","beliefs":"Ahmad believes in the transformative power of open-source technology, hands-on experimentation, and sharing practical knowledge to drive collective progress. He values efficiency, creativity in problem-solving, and the importance of bridging the gap between theoretical AI research and real-world applications.","facts":"Fun fact: Ahmad’s dedication is so intense that he’s on a mission to build a DGX B300 GPU cluster, proving he’s not just theorizing about AI but physically building the future one GPU at a time.","strength":"He excels at integrating complex hardware with AI software, combined with an ability to communicate technical concepts humorously and engagingly, making him both a pioneer and an influencer in niche AI communities.","weakness":"His intensive focus on tech and infrastructure might make him less approachable to casual users or audiences outside the AI/engineering sphere, potentially limiting broader mainstream engagement.","recommendation":"To grow Ahmad’s audience on X, he should blend his technical posts with more simplified, user-friendly content—think quick tips, memes, or relatable tech humor—to draw in non-experts while maintaining deep-dive threads for core followers. Collaborations with popular AI influencers or sharing behind-the-scenes looks at his GPU cluster build could also boost engagement.","roast":"Ahmad tweets so frequently he’s probably single-handedly keeping the tweet count above 17,000—at this rate, his keyboard's gonna apply for a restraining order any day now.","win":"Achieved viral success by making complex GPU and AI server setups relatable & trendy with 20k+ likes on a tweet encouraging everyone to think bigger about hardware, proving he can turn hardcore tech talk into viral content."},"created":1763173663655,"type":"the innovator","id":"theahmadosman"},{"user":{"id":"1942752883059089408","name":"InsForge","description":"The backend for AI coding\n🌐 https://t.co/QAlBLXxL24\n⭐️ https://t.co/vTRy9iG0EM\n💬 https://t.co/gGnSYvIF1c","followers_count":121,"friends_count":46,"statuses_count":494,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1950411545382719488/bxukfoyn_normal.jpg","screen_name":"InsForge_dev","location":"Seattle, Washington","entities":{"description":{"urls":[{"display_url":"insforge.dev","expanded_url":"https://insforge.dev/","url":"https://t.co/QAlBLXxL24","indices":[28,51]},{"display_url":"github.com/InsForge/InsFo…","expanded_url":"https://github.com/InsForge/InsForge","url":"https://t.co/vTRy9iG0EM","indices":[55,78]},{"display_url":"discord.com/invite/DvBtaEc…","expanded_url":"https://discord.com/invite/DvBtaEc9Jz","url":"https://t.co/gGnSYvIF1c","indices":[81,104]}]},"url":{"urls":[{"display_url":"insforge.dev","expanded_url":"https://insforge.dev/","url":"https://t.co/QAlBLXxL24","indices":[0,23]}]}}},"details":{"type":"The Innovator","description":"InsForge is the mastermind backend architect revolutionizing AI coding with sleek developer tools and seamless integrations. Constantly pushing boundaries, they transform complex backend processes into elegant, user-friendly experiences. Their presence is a beacon for developers craving efficiency and smart automation.","purpose":"To empower developers everywhere by simplifying AI backend infrastructure, making cutting-edge technology accessible and usable without the typical complexity and delays.","beliefs":"InsForge believes in the power of innovation to accelerate development workflows, collaboration as a key to technological advancement, and the importance of building tools that are both powerful and easy to use.","facts":"Fun fact: InsForge’s backend tech once earned a spot on a Times Square billboard, proving that backend brilliance can shine as bright as any headline-grabbing innovation!","strength":"Their technical savvy in creating seamless integrations and developer-friendly SDKs, combined with proactive community engagement and clever use of AI to improve log analysis.","weakness":"Tends to focus heavily on backend and technical improvements which can sometimes overshadow the personal brand building and deeper engagement with their community on social platforms.","roast":"InsForge builds such smooth backend magic, it’s like they’re doing wizardry – too bad their social media charisma hasn’t quite gotten the memo and still likes to hang out in the shadows like a shy sorcerer.","win":"Landing a massive billboard ad in Times Square is no small feat, demonstrating InsForge’s ability to break through the noise and capture massive public attention for backend solutions.","recommendation":"Amp up your personal touch on X by sharing developer stories, behind-the-scenes insights, and quick tips that invite conversations. Use threads to explain how your tools solve real dev headaches and pepper in more visual demos or videos to boost engagement and build a stronger, loyal following."},"created":1763173162491,"type":"the innovator","id":"insforge_dev"},{"user":{"id":"8111392","name":"ζ Pedram ζ","description":"Artificial Intelligence. Quantum. Distributed Learning. Cybernetics. Kung Fu. Blockchain. Networks. Sensor Perception and Robotics.","followers_count":843,"friends_count":6477,"statuses_count":17013,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1887010560677462016/RBMKLq5v_normal.jpg","screen_name":"zenstyle","location":"Earth","entities":{"description":{"urls":[]}}},"details":{"type":"The Innovator","description":"ζ Pedram ζ is a forward-thinking trailblazer deeply immersed in the realms of Artificial Intelligence, Quantum Computing, and Blockchain technologies. Their tweets blend technical mastery with creative storytelling, making complex topics accessible and engaging. With a robust following strategy, they relentlessly explore and shape the future of cybernetics and robotics.","purpose":"To revolutionize technology by pioneering novel concepts and solutions across AI, quantum computing, and distributed systems, pushing the boundaries of what machines and humans can achieve together.","beliefs":"They value innovation, transparency, and security, believing in immutable data protocols and the harmonious integration of AI with human creativity. They trust in the power of technology to solve real-world problems while maintaining ethical and secure interactions.","facts":"Fun fact: ζ Pedram ζ talks about complex blockchain concepts as if explaining how kids play with toys, showcasing their ability to simplify the profoundly technical into engaging and understandable narratives.","strength":"Exceptional at translating cutting-edge scientific ideas into relatable content, combined with a fiercely independent thinking style and a knack for strategic communication that attracts a tech-savvy audience.","weakness":"Their highly technical focus and frequent deep dives might alienate casual followers, and their rapid-fire tweet volume could overwhelm new audiences trying to keep up.","roast":"For someone who's all about controlling spawn points and quantum moves, you tweet so much it’s like your keyboard’s got more action than a Kung Fu tournament—maybe give those 6,477 following accounts a break before your fingers need a zone-out dojo too!","win":"Crafting one of the most accessible blockchain explanations on social media, turning the intimidating into the charmingly simple, and gaining respect for demystifying complex technologies.","recommendation":"Focus on condensing some of your technical insights into catchy threads or bite-sized takeaways that invite interaction and retweets. Engage more directly with followers to build a community feel, turning deep technical content into shared curiosity rather than a solo lecture."},"created":1763172710276,"type":"the innovator","id":"zenstyle"},{"user":{"id":"1881927617701609472","name":"shanel","description":"creative director & building likelee | 🇩🇪 → 🇺🇸|@imgacademy → @nyustern | AI x media x policy","followers_count":265,"friends_count":136,"statuses_count":1675,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1986596387295772672/s-jRySOE_normal.jpg","screen_name":"shanel_os","location":"New York City ","entities":{"description":{"urls":[]}}},"details":{"type":"The Innovator","description":"Shanel is a boundary-pushing creative director who expertly blends AI, media, and policy to tackle complex real-world problems. Passionate about transforming rare disease treatment and tech landscapes, Shanel combines deep insights with visionary thinking. Their tweets reflect a mix of data-driven analysis and empowering calls for progress.","purpose":"To spearhead innovative solutions that bridge technology with impactful policy, making groundbreaking medical and AI advancements accessible and transformative for society.","beliefs":"Shanel believes in challenging entrenched systems that hinder progress, prioritizing meaningful change over quick gains, and empowering users to achieve their creative potential through intuitive tech experiences.","facts":"Fun fact: Despite diving deep into highly technical and policy-heavy topics, Shanel also champions making users 'feel accomplished' with AI tools – marrying complex innovation with human empowerment.","strength":"Shanel excels at translating intricate industry challenges into clear, actionable narratives and leading with a balanced perspective of profitability and social good.","weakness":"A potential blind spot is the high-level complexity which might intimidate casual followers or those outside niche fields, limiting broader audience engagement.","recommendation":"To grow their audience on X, Shanel should blend their expert insights with more accessible, story-driven threads showcasing real-life impact, alongside visuals or short videos to boost engagement. Interactive polls or questions about AI’s future could also spark wider conversations.","roast":"For someone juggling AI, media, and policy, Shanel’s followers probably need a PhD just to keep up – but hey, at least their tweets are smarter than some people’s entire timeline!","win":"Successfully drawing attention to the structural barriers in rare disease drug development with a compelling mix of data and empathy, positioning themselves as an influential voice at the intersection of healthcare innovation and policy."},"created":1763172694235,"type":"the innovator","id":"shanel_os"}],"activities":{"nreplies":[{"label":"2025-10-17","value":1,"startTime":1760572800000,"endTime":1760659200000,"tweets":[{"bookmarked":false,"display_text_range":[0,240],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1978741923998294372","view_count":70,"bookmark_count":0,"created_at":1760603812000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"2679955753","conversation_id_str":"1978741923998294372","full_text":"After 1 pivot and building in stealth, I'm ready to build in public.\n\nbuilding an AI mental wellbeing companion. Bootstrapped, no VC money.\n\nSo far:\n• 1,000 users\n• Learning every day\n\nGoing to share what's working, what's not.\n\nHere we go.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,43],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"978618612272558082","name":"Shamus Madan","screen_name":"shamusmadan","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"shamusmadan","lang":"en","retweeted":false,"fact_check":null,"id":"1978742651068314102","view_count":1,"bookmark_count":0,"created_at":1760603985000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"2679955753","conversation_id_str":"1978471423522840643","full_text":"@shamusmadan Great for fellow eavesdroppers","in_reply_to_user_id_str":"978618612272558082","in_reply_to_status_id_str":"1978471423522840643","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[36,54],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1917674440571195392","name":"Arlan","screen_name":"arlanrakh","indices":[0,10]},{"id_str":"113130846","name":"Y Combinator","screen_name":"ycombinator","indices":[11,23]},{"id_str":"1261927841546989570","name":"Bryan Kim","screen_name":"kirbyman01","indices":[24,35]}]},"favorited":false,"in_reply_to_screen_name":"arlanrakh","lang":"en","retweeted":false,"fact_check":null,"id":"1978919425270255736","view_count":163,"bookmark_count":0,"created_at":1760646132000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"2679955753","conversation_id_str":"1978899997916832073","full_text":"@arlanrakh @ycombinator @kirbyman01 Love this for you!","in_reply_to_user_id_str":"1917674440571195392","in_reply_to_status_id_str":"1978899997916832073","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,111],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1907157912985952256","name":"ruslan","screen_name":"ruslanjabari","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"ruslanjabari","lang":"en","retweeted":false,"fact_check":null,"id":"1978917521496420615","view_count":19,"bookmark_count":0,"created_at":1760645678000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"2679955753","conversation_id_str":"1978898270232678874","full_text":"@ruslanjabari Yeah man, but wouldn’t have it any other way (jk, maybe a good cofounder somewhere down the 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