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ME/AE/Dev - Unemployed - Worked on Aurora Semi Truck at Conti - Ex EDU Company Founder - Automater of Homesteads
170following216followers
The Innovator
Kinvert is a tech-savvy innovator with a passion for automating complex systems and a knack for rapid development—whether it’s training AI models in minutes or creating efficient homestead solutions. Once a founder and a contributor to forward-thinking projects like Aurora Semi Truck, Kinvert thrives on pushing technological boundaries and sharing insights with a curious and engaged audience. Their tweets blend technical prowess with relatable humor, making complex innovation accessible and fun.
Top users who interacted with Kinvert over the last 14 days
Uncursing RL!
Puffer: puffer.ai
Paper on Foundational Work: Playing Pokémon Red via RL
Blog and Live Training Map: Beating Pokemon Red w/ RL
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2 interactions
Kinvert’s the kind of person who’d automate their coffee brewing, but then spend 20 minutes debugging the script because the coffee wasn’t exactly 0.01 degrees hotter—because perfection is their true procrastination tool.
Kinvert’s biggest win is founding an EDU company and contributing to the Aurora Semi Truck project at Continental, demonstrating not just technical skill but real-world impact and leadership in innovation.
Kinvert’s life purpose is to revolutionize everyday processes through technology, making automation a seamless and empowering part of life. Their goal is to harness emerging tools to solve challenging problems efficiently while inspiring others to embrace innovation in their own lives.
They believe that technology, when applied creatively and thoughtfully, can dramatically improve quality of life and productivity. They value continuous learning, rapid experimentation, and the idea that even small automations can have huge impacts. Kinvert is skeptical of limitations placed on talent and opportunity, advocating for merit and skill above all else.
Their strengths lie in rapid prototyping, sophisticated technical understanding across various domains, and an ability to communicate complex ideas with clarity and wit. This agility allows them to stay ahead of tech trends and lead practical applications of automation.
However, Kinvert can sometimes come across as overly technical or niche, potentially limiting wider audience appeal. Their tweets may occasionally assume a high baseline knowledge, which can alienate those less familiar with the tech jargon or concepts.
To grow their audience on X, Kinvert should balance deep technical content with more accessible explanations and real-world examples. Engaging in conversations around trending tech challenges in simple terms and regularly sharing 'automation hack' tips could attract a broader and more diverse following.
Fun fact: Kinvert managed to train a Mode7 model using PufferLib in just a couple of days, achieving training times of only one minute—a testament to their hands-on and fast-paced approach to innovation.
founder here&there (AI for irl) | ex-AIML @Apple, Turi (acq. ) | physics @Stanford, @Cornell | from Maine in Seattle | I post on consumer AI, product, travel.
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You know the government isn't doing this in secret because with even just 5 of him we couldn't have this clown world.","in_reply_to_user_id_str":"1173552893003255808","in_reply_to_status_id_str":"1988988605528703379","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,26],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1102622174274310149","name":"Joseph Suarez 🐡","screen_name":"jsuarez5341","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"jsuarez5341","lang":"en","retweeted":false,"fact_check":null,"id":"1989035329303519432","view_count":58,"bookmark_count":0,"created_at":1763057951000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1949287470480429056","conversation_id_str":"1989034867531960553","full_text":"@jsuarez5341 no paddle lol","in_reply_to_user_id_str":"1102622174274310149","in_reply_to_status_id_str":"1989034867531960553","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-15","value":0,"startTime":1763078400000,"endTime":1763164800000,"tweets":[]},{"label":"2025-11-16","value":302,"startTime":1763164800000,"endTime":1763251200000,"tweets":[{"bookmarked":false,"display_text_range":[10,157],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"617551313","name":"ⓘ Dogs don't have thumbs","screen_name":"MorlockP","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"MorlockP","lang":"en","retweeted":false,"fact_check":null,"id":"1989754803539382631","view_count":302,"bookmark_count":0,"created_at":1763229487000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1949287470480429056","conversation_id_str":"1989368438452834366","full_text":"@MorlockP Lawyers and judges are weak and bad. 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Collaborate with other tech learners or creators to increase your visibility and build a community around automation enthusiasts."},"created":1763396901566,"type":"the innovator","id":"kingmz816"},{"user":{"id":"2562915524","name":"Sebastian Kehle","description":"AI engineer at https://t.co/serFA9YcCQ • End-to-end design & development at https://t.co/aFOCShe3XJ","followers_count":858,"friends_count":742,"statuses_count":1178,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1970470729993830400/M_okfSh5_normal.jpg","screen_name":"sebastiankehle_","location":"Berlin","entities":{"description":{"urls":[{"display_url":"luca-app.de","expanded_url":"https://luca-app.de","url":"https://t.co/serFA9YcCQ","indices":[15,38]},{"display_url":"webvise.io","expanded_url":"https://webvise.io","url":"https://t.co/aFOCShe3XJ","indices":[76,99]}]},"url":{"urls":[{"display_url":"sebastiankehle.com","expanded_url":"http://sebastiankehle.com","url":"https://t.co/8VyLvkQALh","indices":[0,23]}]}}},"details":{"type":"The Innovator","description":"Sebastian Kehle is a trailblazing AI engineer who thrives at the intersection of cutting-edge technology and practical application. 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Marcus values hands-on involvement and staying at the forefront of evolving ecosystems as crucial to meaningful progress.","facts":"Fun fact: Marcus fondly recalls his early days as a JavaScript developer in NYC circa 2012 and proudly notes he 'hasn’t lost his data yet,' demonstrating both his experience and commitment to reliability.","strength":"His strongest asset is his visionary insight combined with practical experience — having sold a startup and served as a 'DB Visionary,' Marcus excellently bridges big-picture thinking with hands-on development and community-building.","weakness":"Marcus’s tendency to mix 'shitposting' with serious content might occasionally blur the line for some followers, potentially making it harder to consistently convey his most critical messages.","roast":"Marcus is the kind of tech visionary who’s so busy innovating and shitposting, he probably forgets what day it is — but hey, at least he remembers not to lose any data, which is more than most can say!","win":"Successfully sold a startup and continues to champion new infrastructure projects, proving he’s not just about ideas but knows how to turn them into tangible success.","recommendation":"To grow his audience on X, Marcus should leverage his unique blend of wit and wisdom by hosting regular tech Q&A sessions or AMAs and increasing engagement with trending industry hashtags to draw in developers and innovators who appreciate both his expertise and personality."},"created":1763392862372,"type":"the innovator","id":"marcusforpeace"},{"user":{"id":"1952194124947546112","name":"bren","description":"@mistly_io | marketing and building tools","followers_count":41,"friends_count":91,"statuses_count":124,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1952204633084182528/OTam2uf9_normal.jpg","screen_name":"bren_wtf","location":"","entities":{"description":{"urls":[]}}},"details":{"type":"The Innovator","description":"Bren is a forward-thinking tech enthusiast passionately building marketing tools and exploring the future of AI-driven development. 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They value innovation, authenticity, and community interaction, evidenced by their playful invites and transparent project updates.","facts":"Fun fact: Bren offers a quirky 'vote for Anything' challenge, promising a surprise pic from their camera roll in exchange for engagement—a clever way to blend personal touch with audience involvement!","strength":"Bren's biggest strengths lie in their visionary take on technology trends and the ability to communicate complex future scenarios in engaging and relatable ways, making advanced tech feel accessible.","weakness":"Their sometimes cryptic and minimal communication style might leave some followers confused or less engaged, which could limit potential community growth.","recommendation":"To grow their audience on X, Bren should pair their visionary insights with clearer call-to-actions and more interactive content—think poll-driven innovation discussions or live snippets of their build process to invite deeper audience participation.","roast":"Bren's idea of deep coding involves waiting for AI to take over full-stack — so why bother learning when you can just chill and watch bots plot world domination? At this rate, their MVP may be delivered by a robot before they can even get a VP!","win":"Successfully carving a niche at the intersection of AI development and marketing technology, Bren sparks conversations that prepare their audience for where coding and AI collide next."},"created":1763392714691,"type":"the innovator","id":"bren_wtf"},{"user":{"id":"5717402","name":"Benedikt Koehler","description":"Loves building things and training LLMs • Founder @DataLion_EN https://t.co/LyGyDQ2MPL • Crunching Numbers & Synthwave Music & Chen Taiji • PhD @LMU_Muenchen","followers_count":6456,"friends_count":5290,"statuses_count":33379,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1511463669967822848/rqWtH7N-_normal.jpg","screen_name":"furukama","location":"Munich, Germany","entities":{"description":{"urls":[{"display_url":"Factor168.ai","expanded_url":"http://Factor168.ai","url":"https://t.co/LyGyDQ2MPL","indices":[63,86]}]},"url":{"urls":[{"display_url":"furukama.com","expanded_url":"https://furukama.com","url":"https://t.co/yUvshs03Ep","indices":[0,23]}]}}},"details":{"type":"The Innovator","description":"Benedikt is a passionate builder and thinker, deeply involved in advanced AI and LLM training. As a founder and PhD, he thrives on exploring new frontiers in data and technology while blending his analytical skills with creative interests like synthwave music and Chen Taiji. He’s not just crunching numbers; he’s shaping the future of open-source AI with a curious and experimental mind.","purpose":"To push the boundaries of artificial intelligence by building transparent, innovative models and tools that empower the AI community to own and understand their technology.","beliefs":"He values openness, transparency, and collaboration in AI development, believing that sharing full training data and methodologies accelerates progress and trust. Benedikt also embraces continuous learning and multidisciplinary growth, blending science with art and movement.","facts":"Fun fact: Benedikt’s genius extends beyond code—he’s also a fan of synthwave music and practices Chen Taiji, proving that innovation isn’t just mental but also embodied and rhythmic!","strength":"His strengths lie in deep technical expertise, an entrepreneurial mindset, and a persistent drive to explore and implement the latest AI models openly and transparently.","weakness":"With over 33,000 tweets and 5,290 followings, Benedikt might sometimes overwhelm followers with his sheer volume of content, risking message dilution or follower fatigue.","recommendation":"To grow his audience on X, Benedikt should balance his prolific sharing with curated threads that clearly explain complex topics, engage followers with Q&A sessions, and showcase the human side of his AI innovations through storytelling and behind-the-scenes peeks.","roast":"For someone who’s tweeted more times than there are pixels on a synthwave album cover, Benedikt’s data-loving soul might just crash from all the information—maybe it’s time to let the RTX 4090 handle the social overload too!","win":"Founding DataLion and leading the charge on transparent, high-performance AI models while balancing a PhD and a diverse set of passions is a testament to Benedikt’s unparalleled drive and impact in the AI community."},"created":1763389926283,"type":"the innovator","id":"furukama"}],"activities":{"nreplies":[{"label":"2025-10-19","value":0,"startTime":1760745600000,"endTime":1760832000000,"tweets":[]},{"label":"2025-10-20","value":0,"startTime":1760832000000,"endTime":1760918400000,"tweets":[{"bookmarked":false,"display_text_range":[13,293],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1102622174274310149","name":"Joseph Suarez 🐡","screen_name":"jsuarez5341","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"jsuarez5341","lang":"en","retweeted":false,"fact_check":null,"id":"1979743953701544180","view_count":548,"bookmark_count":0,"created_at":1760842715000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1949287470480429056","conversation_id_str":"1979728204320670162","full_text":"@jsuarez5341 I haven't seen the whole thing but I htink it's easy to look at RL **as it is now generally** and dismiss it. I remember trying to get things to work, then watching George try to get it to work and calling RL a scam. Really felt that way 3 years ago. Now I do magic with PufferLib","in_reply_to_user_id_str":"1102622174274310149","in_reply_to_status_id_str":"1979728204320670162","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-21","value":0,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[16,62],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14710129","name":"Peter H. Diamandis, MD","screen_name":"PeterDiamandis","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"PeterDiamandis","lang":"en","retweeted":false,"fact_check":null,"id":"1980067482061897824","view_count":7,"bookmark_count":0,"created_at":1760919850000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1949287470480429056","conversation_id_str":"1980001376752079165","full_text":"@PeterDiamandis I think they'd associate technology with evil.","in_reply_to_user_id_str":"14710129","in_reply_to_status_id_str":"1980001376752079165","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-22","value":0,"startTime":1761004800000,"endTime":1761091200000,"tweets":[{"bookmarked":false,"display_text_range":[11,117],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1173552893003255808","name":"kache","screen_name":"yacineMTB","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"yacineMTB","lang":"en","retweeted":false,"fact_check":null,"id":"1980760889524433212","view_count":297,"bookmark_count":0,"created_at":1761085171000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1949287470480429056","conversation_id_str":"1980759728679518381","full_text":"@yacineMTB is your floor dirty because you wear shoes inside or do you wear shoes inside because your floor is dirty?","in_reply_to_user_id_str":"1173552893003255808","in_reply_to_status_id_str":"1980759728679518381","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-23","value":0,"startTime":1761091200000,"endTime":1761177600000,"tweets":[]},{"label":"2025-10-24","value":0,"startTime":1761177600000,"endTime":1761264000000,"tweets":[]},{"label":"2025-10-25","value":0,"startTime":1761264000000,"endTime":1761350400000,"tweets":[]},{"label":"2025-10-26","value":4,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[14,49],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"501390127","name":"Dan Advantage","screen_name":"DanAdvantage","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"DanAdvantage","lang":"en","retweeted":false,"fact_check":null,"id":"1982147218875314541","view_count":14,"bookmark_count":0,"created_at":1761415698000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"1949287470480429056","conversation_id_str":"1982144819284566512","full_text":"@DanAdvantage Dude you must be worth 100M by now.","in_reply_to_user_id_str":"501390127","in_reply_to_status_id_str":"1982144819284566512","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,107],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4576936579","name":"comma","screen_name":"comma_ai","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"comma_ai","lang":"en","retweeted":false,"fact_check":null,"id":"1982201443055534544","view_count":1372,"bookmark_count":0,"created_at":1761428626000,"favorite_count":0,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"1949287470480429056","conversation_id_str":"1982162517297442977","full_text":"@comma_ai If your code ran 10X faster in C (if, I don't know in your case) couldn't you iterate 10X faster?","in_reply_to_user_id_str":"4576936579","in_reply_to_status_id_str":"1982162517297442977","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":0,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[11,107],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1173552893003255808","name":"kache","screen_name":"yacineMTB","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"yacineMTB","lang":"en","retweeted":false,"fact_check":null,"id":"1982487493569327259","view_count":1270,"bookmark_count":0,"created_at":1761496825000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"1949287470480429056","conversation_id_str":"1982486528795246755","full_text":"@yacineMTB 1M SPS? I made envs that run at 3M+ with PufferLib. 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