Roman F (@romanf_cc) header
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Engineering manager AI addict

Paris, France
Joined March 2026
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Well, I won #parisdevdayhack hackathon with Fridge AI 🏆🎉 I spent the weekend turning my regular fridge into an AI-powered one using a Raspberry Pi, a webcam, and a bunch of LLMs. Turns out, it wasn’t such a crazy idea after all! Huge thanks to @borvibe @oleksandrtsp @OpenAIDevs for organizing such a cool event! It was very fun and I learned a lot The hackathon is over, but now I'm wondering… should I actually crowdfund this thing? 🤔
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that’s pretty cool. funny thing - just a week or two ago I was researching neural interfaces and even considered buying an EEG board and some sensors to play around but these guys came up with an even simpler concept, and most likely a more accurate one too. great job!
We’ve raised $1.3M from YC & Afore Capital so you never have to type or speak again. Typing is slow. Talking into your computer is awkward. Subvocal fixes both Our glasses give you the speed of speech without you making a sound or touching a keyboard. It tracks your internal speech muscles with non-contact sensing and decodes silent, almost invisible mouthing into text at more than 200 words/min. Pre-orders are now live at: subvocal.co/preorder?utm_sou…
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the future is getting interesting - communication with colleagues is slowly turning into communication between our AI agents 😂
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Roman F retweeted
Just a year ago, nobody would have believed you if you told them these projects were cooked up in a weekend. Just pair @OpenAIDevs tools with ambitious Parisians and magic happens!! find out more about the builders in this lil one-shotted Astra clip. Here are all 39 projects featured, in order of first appearance 👇 1. Galaad’s physical AI companion — @galaad_neau @datafelon @Enyolanevil Giving conversational AI a physical presence, complete with a screen face and a hardware prototype. 2. CallAble — Alex Beverage, Jermiah Jerome, Sundaravel Selvaraj and Thamimul Ansari Helping nonspeaking people make phone calls and communicate on their own terms. 3. Aido — @VassoDor Matching people with volunteering opportunities that fit their interests, skills and availability. 4. Tembo Tech Ventures — @raphaeltm_ Making builders’ contributions visible, with evidence of their work and recognition from mentors. 5. 2ok ai / Acelerate — Ben Devos An experimental governance layer for AI agents: identity, delegation, evidence and authorization. 6. Vita Tree — @HllAbdo Bringing version control to your CV, with branches, comparisons and tailored applications. 7. Playora — @daniellkumlin Making games more accessible through voice interaction and an AI companion. 8. Fridge AI 🏆 — @romanf_cc Our first-place winner. An old Raspberry Pi, a webcam and a door sensor turned into a fridge that remembers your groceries and helps you decide what to cook. 9. GLUE — @0xSorcier “A physical extension of ChatGPT. Not another app, not another agent.” Erwan brought the idea into the room with actual hardware. 10. Find Your Daddy — @KepardOF and team Matching early-career talent with founders and startup teams through personality, interests and working style. 11. Murmure — @phrenel Live visual commentary for blind and low-vision people, using a phone camera to describe television and the world around them. 12. Interprète — @kevton_ Live speech translation for conversations and calls on Mac. 13. EduSign — @Amith_Reddy10 Helping children and parents learn French Sign Language together through lessons and guided practice. 14. Décode ton courrier — @hmeedds Turning confusing administrative letters into a clear action and deadline, with read-aloud and reminder options. 15. Gerald — Talal Aamir An AI tutor that sees your screen and draws annotations to help you understand where you’re stuck. 16. Colorblind PDF Fixer — @_Mahdj_ Adapting PDF figures for colorblind readers while preserving their values, labels and layout. 17. AccèsCheck — Amira Bouguera and Noé Breton Helping people find healthcare practices they can physically access, with a large-print view for appointments. 18. HomeSync — Marc Ivan A conversational property-search assistant that helps refine what you’re looking for on a map. 19. Ascend / Snak — Amil Kourdoughli Turning a voice or text brain dump into a daily plan—and replanning when life gets in the way. 20. Vitni — @thejoin95 Illustrated repair guides and community support to help people fix everyday things. 21. Dono / FiXUp — @michelhuang1 Connecting usable donated goods with associations that actually need them and have space. 22. Yafa — @YafaHodis A personal AI companion across your phone and a small home device, keeping tasks, projects and conversations connected. 23. CoolBlock — Megha Bhatt Mapping cooling access across Paris and helping people find a nearby place to escape the heat. 24. Zouave — @NassimArifette Showing what a major Seine flood could mean for your own street through a 3D map and spoken guide. 25. SustainBuild AI — @Amith_Reddy10 @prajwalpr07 Exploring sites, blueprints, climate risks and more sustainable construction choices. 26. Corbs / Le Corbusier — @kennzip Collaborative 3D building design on a shared map of Paris. 27. Braise — @mat_za_ A wildfire-monitoring interface for exploring reports on a 3D map. 28. TAS TV — Lionel Ladouni A shared channel of independent creators, programmed by humans with an AI host called Kayo. 29. Lunatoon — Abdallah Nassur Interactive illustrated stories where the reader’s choices change the dialogue and artwork. 30. DRILLS ai — @ellebuild Helping career changers connect their experience to their first Agent Engineer opportunities. 31. Alumnia — Lorys Fevry Helping young people explore careers, study paths and conversations with professionals. 32. Tafio / Pactena — @tboutron42 Career tools covering job applications, CV preparation and interview practice. 33. Kesha — @AICareersHQ A career companion for finding roles, shaping applications and practising for interviews. 34. Backdrop — Lekha Shree Suresh Turning a product photo into social content, complete with visuals and captions. 35. FairRent — @abdullah38891 Helping renters spot potential rent-cap violations in their leases and understand possible next steps. 36. Oomi — @elibenbaruk and team A voice-companion prototype that answers children’s questions and encourages them to explore the world around them. 37. Nox — Adebayo Habib Moutalabi A desktop companion designed around ADHD needs, breaking tasks into small steps and helping people start again after interruptions. 38. FormaProof — @buildinlogic Technical-document and patent research with evidence you can inspect. 39. Murmur — @KorouhanbaKhum1 Making the terminal more accessible by turning its output into a spoken summary, with Codex available to help fix errors. To everyone who built, demoed, helped someone debug, or made that room come alive: thank you. Watch their work. Follow the builders. Help these projects live beyond the weekend!! #ParisDevDayHack
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I bought some chicken last week, forgot about it, and the chicken is now a biohazard so instead of being a responsible adult, I'm spending this weekend building Fridge AI to keep track of what's in my fridge and what's about to go bad @borvibe @openaidevs #parisdevdayhack
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Turns out recording and editing a demo video is just as difficult as building the actual product! But I did it, and the form has been submitted ✅ That was super fun, and I also learned a lot! Thanks for organizing this, @borvibe @OpenAIDevs !
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Here’re the results!! #parisdevdayhack
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