Get live statistics and analysis of Kate Deyneka's profile on X / Twitter
building | ex-ml eng @snapchat | prev physics & biology
863following4kfollowers
The Creator
Kate Deyneka is a versatile builder and former ML engineer with a rich background in physics and biology. She’s passionate about blending deep technical knowledge with creative app design, turning complex AI concepts into tangible projects. Her tweets showcase a vibrant curiosity, eagerness to learn, and a flair for crafting unique user experiences.
Kate’s timeline looks like a curious mix of ‘I just built this on vacation’ and ‘why does no one get how amazing this is yet?’ — basically, she’s the friend who shows up with a custom app at a party while everyone else brought chips and dip. Tech wizardry level: over 9000, social proof level: loading…
Her biggest win is successfully transitioning from a machine learning engineer at Snapchat to an independent creator, building unique apps like the wedding gift app ‘Insieme’ that blend personal touch with cutting-edge AI models.
Kate’s life purpose is to innovate at the intersection of technology and creativity, building tools that solve real-world problems while inspiring others to embrace the art of creation. She aims to democratize design and development, empowering non-designers and engineers alike to bring their ideas to life effortlessly.
Kate believes in lifelong learning, community knowledge-sharing, and the transformative power of technology used for meaningful change. She values smart collaboration, the joy of building from scratch, and the importance of blending scientific rigor with artistic expression.
Kate’s strongest asset is her rare combination of deep technical expertise and hands-on creative design skills. She’s great at simplifying complex AI and ML concepts and inspiring others through actionable insights and her personal build journeys.
Kate may sometimes struggle with audience growth due to an undefined follower base and a focus on technical content that, while richly valuable, might intimidate newcomers or casual followers. Balancing technical depth with accessibility could be a challenge.
To grow her audience on X, Kate should focus on creating bite-sized, approachable content that demystifies AI and app-building concepts, paired with engaging visuals or short videos. Engaging more actively in conversations and leveraging trending tech hashtags can also boost her visibility while showing off her personality.
Fun fact: Kate once gifted her friend a custom-built photo-sharing app as a wedding present — proving she doesn’t just talk about building, she makes it personal and memorable!
The fastest way to get smarter is to read smarter people.
I went through @tbpn’s Metis List and pulled together blogs from some of the most influential people in AI. I’ve also added a few gems outside the list 🧵
I find the most value in blogs where people share applied insights and digest SOTA research. Share your favorite AI blogs in the comments!
For an ML engineer, @karpathy’s recent video about LLMs is like rewatching your favorite movie - you love the plot, you know all the characters, you know what they’ll do, but you still enjoy watching!
youtu.be/EWvNQjAaOHw?si…
if you're looking for the perfect way to break into LLMs - this is it!
@karpathy released nanochat which is a great example of the entire LLM lifecycle:
1. training the tokenizer
2. pre-training on a large amount of diverse data
3. finetuning on conversational data to adapt for chat use cases
4. additional supervised finetuning (SFT) on higher-quality data + safety
5. reinforcement learning to squeeze out a few more percentage points of performance
additionally, you’ll learn how to log everything with @weights_biases - because logging and monitoring are essential for model training.
The fastest way to get smarter is to read smarter people.
I went through @tbpn’s Metis List and pulled together blogs from some of the most influential people in AI. I’ve also added a few gems outside the list 🧵
I find the most value in blogs where people share applied insights and digest SOTA research. Share your favorite AI blogs in the comments!
if you're looking for the perfect way to break into LLMs - this is it!
@karpathy released nanochat which is a great example of the entire LLM lifecycle:
1. training the tokenizer
2. pre-training on a large amount of diverse data
3. finetuning on conversational data to adapt for chat use cases
4. additional supervised finetuning (SFT) on higher-quality data + safety
5. reinforcement learning to squeeze out a few more percentage points of performance
additionally, you’ll learn how to log everything with @weights_biases - because logging and monitoring are essential for model training.
For an ML engineer, @karpathy’s recent video about LLMs is like rewatching your favorite movie - you love the plot, you know all the characters, you know what they’ll do, but you still enjoy watching!
youtu.be/EWvNQjAaOHw?si…
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His tweets offer a mix of candid tech insights, personal development, and enthusiastic project updates that inspire and engage his audience.","purpose":"To innovate and create meaningful digital experiences that blend design and technology, enriching everyday life while inspiring others to embrace learning and hands-on creation.","beliefs":"Jose believes in continuous learning, the power of creation through technology, and staying grounded outside the echo chambers of tech culture to truly understand the needs of everyday people.","facts":"Fun fact: Despite having tweeted over 183,000 times, Jose still maintains a curious mindset, openly sharing his early struggles and growth, proving that passion and perseverance beat expertise alone.","strength":"His key strengths lie in his authentic voice, technical versatility across development and design, and an unyielding commitment to learning and sharing that fuels community engagement.","weakness":"Being intensely prolific on X, with 183,046 tweets, he risks overwhelming his audience and diluting individual message impact, which can hinder broad follower growth and retention.","roast":"Jose’s tweet count is so high it might just break Twitter’s servers—either that or he’s secretly training to be the world’s fastest typist, proving the only thing he can’t debug is his own tweet history.","win":"From zero to shipping apps like @dididooapp and @fruitwatchapp, Jose’s journey in just a few years is a testament to turning passion into tangible, successful products that resonate with users.","recommendation":"To grow his audience on X, Jose could streamline his content flow by focusing on fewer, higher-impact tweets with well-timed threads that showcase behind-the-scenes insights, helping to convert his prolific activity into focused engagement and stronger follower connections."},"created":1763146878444,"type":"the creator","id":"josesaezmerino"},{"user":{"id":"1686815683596664840","name":"SIKE","description":"Content Creator exploring gaming, storytelling and AI Art/Animations. 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Their mission is to push the boundaries of digital art, bringing storytelling to life in ways that spark wonder and community interaction.","beliefs":"They believe in the power of imperfection (wabi-sabi) as a source of beauty and authenticity, valuing creativity, originality, and the fusion of traditional and modern art forms. They embrace technology like AI as a tool to enhance human artistry rather than replace it.","facts":"Fun fact: SIKE has tweeted over 50,000 times—more than most people tweet in a lifetime! They truly live their creative passion 24/7 and aren’t shy about sharing it with the world.","strength":"SIKE’s greatest strength is their relentless creativity combined with a high volume of engaging content that blends humor, art, and storytelling. Their prolific nature keeps their audience constantly entertained and coming back for fresh inspiration.","weakness":"The sheer volume of content can sometimes overwhelm new followers, and the niche blend of AI art and gaming references might limit immediate mass appeal to broader audiences.","roast":"SIKE tweets more than a caffeinated parrot on a sugar rush—but hey, if creativity was measured in tweet frequency, they'd be the undisputed ruler of the digital jungle. Just maybe slow down a bit or risk turning into an animation loop themselves!","win":"Building a community that appreciates the nuanced beauty of AI art and storytelling, SIKE’s artful blends have sparked meaningful conversations and inspired other creators to experiment at the intersection of gaming and AI.","recommendation":"To grow their audience on X, SIKE should focus on curated series or themed threads that invite interaction—like tutorials on AI art creation or storytelling challenges—to build deeper engagement and attract followers who appreciate crafted content rather than sheer volume."},"created":1763146502803,"type":"the creator","id":"s1k3_sike"},{"user":{"id":"1793366162585288705","name":"Sanna Granqvist","description":"UX + Framer templates. 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She believes in sharing knowledge openly and supporting others in the design space by providing real, usable resources rather than generic placeholders.","facts":"Fun fact: Sanna not only creates successful templates but also earns a steady income from her work, surpassing $1,700 in a month and aiming to hit $5,000 through the Framer marketplace and partnerships.","strength":"Her strengths lie in creativity combined with a strategic approach to product development and community engagement, making her a respected and reliable figure in the Framer creator ecosystem.","weakness":"A possible weakness is balancing client work and teaching commitments with her template creation, which sometimes slows down her product development speed.","roast":"Sanna’s so dedicated to her templates, she probably dreams in Framer frames—and if her designs come with bugs, don’t worry, she’s already making a template to fix those bugs... eventually.","win":"Officially recognized as a Framer Pro Expert and successfully launching a highly-approved real estate template with minimal revisions marks a standout achievement in her creative career.","recommendation":"To grow her audience on X, Sanna should amp up storytelling around her creative process and client successes, use more video and behind-the-scenes content to showcase her authentic personality, and actively participate in trending UX and Framer discussions to boost visibility and engagement."},"created":1763146081217,"type":"the creator","id":"sannagranqvistx"},{"user":{"id":"321305637","name":"Jae","description":"ジャエ The Pixel Bender 🔮 GLSL Shader Artist / Creative Coding / MSc Electrical Engineering • Where coding, art and music collide | 📩","followers_count":1423,"friends_count":575,"statuses_count":841,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1804245324619190272/jUJlNSWj_normal.jpg","screen_name":"Jaenam97","location":"🇳🇱🇮🇹","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"linktr.ee/Jaenam97","expanded_url":"https://linktr.ee/Jaenam97","url":"https://t.co/VO2jvmjX7k","indices":[0,23]}]}}},"details":{"type":"The Creator","description":"Jae is a GLSL shader artist and creative coder who brings pixels to life with mesmerizing procedural art. With a background in Electrical Engineering, Jae blends coding, art, and music to create unique digital experiences that captivate and inspire. Their tweets showcase deep technical skill paired with a passion for visual innovation.","purpose":"Jae’s life purpose is to push the boundaries of digital creativity by merging technical mastery with artistic expression, crafting experiences where code transcends logic to become immersive art.","beliefs":"Jae believes in the power of interdisciplinary creativity—combining science, technology, and the arts to explore new dimensions of visual storytelling. 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Collaboration and continuous learning, especially mastering tools like Framer and Webflow, fuel his belief in innovation through craftsmanship.","facts":"Fun fact: Saad proudly wears the badge of 'Official @Framer Expert,' which instantly sets him apart as a trusted specialist in one of the industry's most cutting-edge web design tools.","strength":"His strength lies in combining technical expertise with creative vision, producing websites that are not only aesthetically striking but also strategically built to engage and convert visitors. He is also proactive in networking, often initiating collaborations and showing a strong command over top-tier design platforms.","weakness":"Saad could sometimes focus too much on the craft and details, possibly underutilizing broader content engagement tactics like retweets to grow visibility. His following count is undefined, suggesting an opportunity to expand his audience reach and social proof.","recommendation":"To grow his audience on X, Saad should leverage his expert status by sharing more behind-the-scenes content and design tips, engage more actively with the design community by retweeting and commenting on others' posts, and use targeted hashtags to reach startup and SaaS founders interested in premium website design.","roast":"Saad’s so dedicated to making websites look perfect, I’m surprised he hasn’t tried to redesign the Twitter interface itself — maybe one day he’ll clean up the timeline mess just like his clean layouts, but for now, he’s still trying to figure out which tweet to pin!","win":"Earning the official @Framer Expert title is a standout achievement that not only highlights Saad’s skill but also solidifies his reputation as a go-to designer for startups looking for premium, custom web solutions."},"created":1763145290430,"type":"the creator","id":"uiux0saad"},{"user":{"id":"1518562884971905024","name":"⌘massi","description":"Design Partner for B2B Products | https://t.co/ZpMpWYrbRT\n\nBook a call ⬎","followers_count":251,"friends_count":718,"statuses_count":1860,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1985019233416118272/8kZff5Tq_normal.jpg","screen_name":"massimuntoni","location":"Sant'Anna Arresi, Sardinia","entities":{"description":{"urls":[{"display_url":"designedbymassi.com","expanded_url":"http://designedbymassi.com","url":"https://t.co/ZpMpWYrbRT","indices":[34,57]}]},"url":{"urls":[{"display_url":"cal.com/massimo-munton…","expanded_url":"https://cal.com/massimo-muntoni/discovery-chat","url":"https://t.co/xx8s3oiQgy","indices":[0,23]}]}}},"details":{"type":"The Creator","description":"⌘massi is a passionate design partner specializing in B2B products with a flair for visually engaging interfaces and playful communication. With a focus on clean, colorful designs and an approachable style, they invite their audience to join the creative journey while showcasing professional achievements. Their content mixes design insights, personal anecdotes, and interactive engagement, reflecting a vibrant creative spirit.","purpose":"To craft innovative and aesthetically pleasing design experiences that not only solve complex business problems but also bring joy and inspiration to users and fellow creators alike.","beliefs":"Design is a powerful tool that combines functionality and art, capable of transforming mundane interactions into delightful experiences; collaboration and continuous iteration fuel the best creative outcomes.","facts":"Fun fact: ⌘massi once humorously claimed to have redesigned their face for $10K, showcasing a sharp wit alongside their design expertise!","strength":"Exceptional at blending clean, attractive design aesthetics with practical business solutions, plus a friendly and engaging online presence that encourages audience interaction.","weakness":"May sometimes focus heavily on visual playfulness at the expense of deeper content or broader strategic messaging, which can limit wider follower growth.","roast":"⌘massi’s tweet volume is impressive, but with all those colorful empty states, I'm just waiting for them to design an empty coffee cup next – because fueling creativity apparently requires a lot of caffeine and hype!","win":"Successfully collaborated on the Adapt project, shipping significant, 'major dope stuff' alongside well-known creatives, boosting their professional credibility and portfolio.","recommendation":"To grow on X, ⌘massi should balance their vibrant design showcases with storytelling that reveals their process and challenges, plus more frequent engagement with trending design conversations to expand reach beyond their immediate network."},"created":1763145045577,"type":"the creator","id":"massimuntoni"},{"user":{"id":"2201483040","name":"David Huynh","description":"Design Lead @Mobbin — previously Shop, Klarna","followers_count":2322,"friends_count":100,"statuses_count":627,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1783876454448513024/qxbWc55J_normal.jpg","screen_name":"dvtzo","location":"Singapore (+Stockholm)","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"davidhuynh.se","expanded_url":"http://www.davidhuynh.se","url":"https://t.co/TU5XOdXcZt","indices":[0,23]}]}}},"details":{"type":"The Creator","description":"David Huynh is a passionate Design Lead known for crafting sleek, user-centric interfaces and sharing his design journey with a keen eye for detail. With a vibrant presence at Mobbin and past experience at Shop and Klarna, he mixes creativity with industry insights to elevate digital experiences. His engagement reflects a blend of personal updates and professional triumphs, inviting followers into the design world.","purpose":"To inspire and innovate within the UI/UX design space by creating compelling and intuitive digital experiences that resonate with users and set new standards in the industry.","beliefs":"David believes that design is not just about aesthetics but about solving problems and enhancing user interactions. He values innovation, continuous learning, and sharing knowledge to build a stronger, more connected design community.","facts":"Fun fact: David’s tweet about making Spotify 'Apple-style' UI went viral with over 140k views and nearly 2.4k likes, showcasing his influence in design humor as well as expertise.","strength":"David’s biggest strength lies in his ability to blend creativity with functionality, crafting designs that are both visually stunning and highly usable. His strong storytelling through tweets also helps him engage and educate effectively.","weakness":"Despite his creativity, David’s following count suggests he might not be fully capitalizing on audience growth, possibly due to limited promotional activities or not leveraging broader social networks.","recommendation":"To grow his audience on X, David should harness the power of behind-the-scenes content, design tips, and interactive threads. Engaging more with other creators and joining trending design conversations can boost visibility and follower engagement.","roast":"David’s designs are so clean and polished, it’s almost like his Twitter feed got a UX facelift—except his follower count seems to be stuck in beta testing. Maybe it’s time to prototype a growth hack?","win":"Landing a Design Lead role at Mobbin, a respected platform in the design community, marks a significant achievement, underscoring David’s expertise and leadership in UI/UX."},"created":1763144893695,"type":"the creator","id":"dvtzo"},{"user":{"id":"1841844152071258112","name":"Lancelap","description":"I create AI illustrations of different genres and styles.\nMore 🔥 Content ⬇️","followers_count":10313,"friends_count":410,"statuses_count":12277,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1841844313719734273/NPrj8jQF_normal.png","screen_name":"SirLancelap","location":"Rabbit Hole","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"patreon.com/c/Lancelap","expanded_url":"https://www.patreon.com/c/Lancelap","url":"https://t.co/c0ob8bUZp2","indices":[0,23]}]}}},"details":{"type":"The Creator","description":"Lancelap is a prolific AI artist who brings diverse genres and styles to digital life, sharing a constant stream of visually captivating content. With over 12,000 tweets, they actively engage their community through creative challenges and collaborative shoutouts. Their feed is a vibrant gallery where AI-generated art meets a passionate creator’s touch.","purpose":"To inspire and innovate in the digital art space by exploring the limitless potential of AI-generated illustrations and connecting artistic communities worldwide.","beliefs":"Lancelap values creativity, collaboration, and the fusion of technology with traditional artistry. They believe in the power of shared inspiration and that art should be accessible, experimental, and evolving with new tools like AI.","facts":"Fun fact: Lancelap has tweeted over 12,000 times, showing a remarkable dedication to consistently producing and sharing AI art across multiple styles and genres.","strength":"Their greatest strength lies in relentless creativity paired with community engagement, consistently motivating followers to participate and share their own creations, thus cultivating a lively network of AI art enthusiasts.","weakness":"With such a high volume of tweets and broad creative output, there’s a risk of content flooding that might overwhelm followers, making it harder to maintain focused, high-impact messaging.","roast":"Lancelap’s timeline is so packed with AI art, you might need a scroll bar and a caffeine IV drip just to catch up. It’s like they’re on a mission to flood the internet faster than a bot army—good luck finding the gem in that ocean of pixels!","win":"A standout achievement is sparking widespread participation in AI art tagging challenges, seen in highly engaging tweets with thousands of likes and retweets, cementing their status as a beloved creative catalyst.","recommendation":"To grow their audience on X, Lancelap should strategically highlight themed collections or spotlight follower contributions to create moments of anticipation and community celebration, while pacing their content to balance volume with impact."},"created":1763144680756,"type":"the creator","id":"sirlancelap"},{"user":{"id":"1702319142282629121","name":"Julian | Dev & Designer","description":"Building https://t.co/qtomOsdgao, Help Startups fixe the trust gap that’s killing their sales with Websites, Products and Brands\n@framer Expert","followers_count":38,"friends_count":52,"statuses_count":462,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1986140025994502144/FkwDjyfr_normal.jpg","screen_name":"julian_kalume","location":"Open soon ! ( 1-10 january)","entities":{"description":{"urls":[{"display_url":"lunixify.studio","expanded_url":"http://lunixify.studio","url":"https://t.co/qtomOsdgao","indices":[9,32]}]},"url":{"urls":[{"display_url":"lunixify.studio/intro","expanded_url":"https://lunixify.studio/intro","url":"https://t.co/hRmHh8ZMIl","indices":[0,23]}]}}},"details":{"type":"The Creator","description":"Julian is a dynamic Dev & Designer focused on bridging the trust gap for startups through innovative websites, products, and brands. As a Framer expert, he crafts high-converting, scalable digital experiences that empower bold brands to grow. His passion lies in building beautiful and functional digital solutions from concept to launch.","purpose":"Julian's life purpose is to empower startups and emerging brands to establish credibility and trust through thoughtfully designed digital products that drive sales and user engagement.","beliefs":"He believes in the power of design and development working hand-in-hand to create seamless user experiences that convert. He values authenticity, innovation, and scalability, trusting that great design can solve deep business challenges.","facts":"Fun fact: Julian not only designs but also codes custom Framer templates, showcasing his rare hybrid expertise that fuses creative vision with technical mastery.","strength":"His key strengths are his dual skill set as both a developer and designer, his focus on scalable and high-performing digital products, and his commitment to building trust-centric solutions.","weakness":"Julian's current challenge is gaining wider audience visibility and engagement despite a solid portfolio and consistent tweeting, which may limit his impact beyond his immediate network.","recommendation":"To grow his audience on X, Julian should engage more actively with startup communities, participate in trending design and dev conversations, and share behind-the-scenes insights or tips to boost relatability and interaction.","roast":"For someone so focused on bridging trust gaps, Julian’s social presence is like an exclusive VIP party where almost no one gets an invite—let's loosen up the guest list, buddy!","win":"Julian’s biggest win is establishing Lunixify Studio as a trusted agency known for delivering high-converting websites and custom Framer templates that solve real startup problems."},"created":1763144580933,"type":"the creator","id":"julian_kalume"}],"activities":{"nreplies":[{"label":"2025-10-16","value":1,"startTime":1760486400000,"endTime":1760572800000,"tweets":[{"bookmarked":false,"display_text_range":[38,169],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1890654315704119296","name":"Akash Singh","screen_name":"akashgo_012","indices":[0,12]},{"id_str":"79957442","name":"Anton Osika – eu/acc","screen_name":"antonosika","indices":[13,24]},{"id_str":"1778383739925520384","name":"Lovable","screen_name":"lovable_dev","indices":[25,37]}]},"favorited":false,"in_reply_to_screen_name":"akashgo_012","lang":"en","retweeted":false,"fact_check":null,"id":"1978552263078477993","view_count":24,"bookmark_count":0,"created_at":1760558593000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1374837001388707845","conversation_id_str":"1978196778861359613","full_text":"@akashgo_012 @antonosika @lovable_dev tbh, though about it for very long and at some point just felt confident enough to do it. And friends’ and followers’ support on X!","in_reply_to_user_id_str":"1890654315704119296","in_reply_to_status_id_str":"1978314918701998442","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[40,76],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"952850784","name":"Samuel","screen_name":"potentialfung","indices":[0,14]},{"id_str":"79957442","name":"Anton Osika – eu/acc","screen_name":"antonosika","indices":[15,26]},{"id_str":"1778383739925520384","name":"Lovable","screen_name":"lovable_dev","indices":[27,39]}]},"favorited":false,"in_reply_to_screen_name":"potentialfung","lang":"en","retweeted":false,"fact_check":null,"id":"1978552700800311554","view_count":43,"bookmark_count":0,"created_at":1760558698000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1374837001388707845","conversation_id_str":"1978196778861359613","full_text":"@potentialfung @antonosika 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