Codeway

Barcelona is a perfect city. A home for really ambitious builders. And we're here to carry our journey further in it. Come hear the story of Europe's biggest consumer app company — July 15, Codeway Meetup. Spots are limited. Apply at codeway.co/meetup

We just opened our new massive Barcelona HQ office. Right now it's full of ambitious projects and a lot of empty seats, and that's by design. We're betting big on this city, and we're looking for the people who'll help us fill it. We've been heads-down shipping, so most of Barcelona hasn't really met us yet. July 15 is where that changes. We're inviting curious tech people in for an evening with us. You'll hear how we got here, what we're building next, and where we're hiring across our verticals and Codeway HQ. Applications close July 5. Spots are limited and we choose from applications, so if you're in Barcelona or planning to be, apply at codeway.co/meetup Call it our warmup. Our first date with the city.

A month of onboarding later and I’m back with opportunities at Codeway ❤️🔥 First one up: a Growth Manager (Web) in Barcelona to help scale Learna, one of the fastest-growing AI language learning apps in the world, built within our Learna vertical at Codeway. You’ll own its growth end to end: user acquisition strategy, the creative pipeline, and campaigns across Google and more, turning data into the next winning concept. Not in Barcelona yet? Full visa & relocation support included. 🇪🇸 Sounds like you (or someone you know)? Refer 💌 or apply here : https://lnkd.in/eTUApHby

Honoured to share that our paper "Leveraging Image Editing Foundation Models for Data-Efficient CT Metal Artifact Reduction" received the 𝗕𝗲𝘀𝘁 𝗣𝗮𝗽𝗲𝗿 𝗔𝘄𝗮𝗿𝗱 at the Med-Reasoner Workshop at #CVPR2026. The work shows that a general-purpose vision-language image editing foundation model — Qwen-Image-Edit — can be adapted to medical CT reconstruction with as few as 16–128 paired training examples, achieving state-of-the-art perceptual quality on the AAPM CT-MAR benchmark. That's roughly two orders of magnitude less data than conventional supervised methods require. Our approach reframes metal artifact reduction as an in-context reasoning task rather than pixel-wise regression. The corrupted CT slice is paired with a small set of clean reference slices from unrelated patients and a natural-language instruction ("Remove metal artifacts"), and the model uses cross-image attention to draw structural cues directly from the references. The backbone stays frozen — only about 1% of the parameters are updated via LoRA adapters — which is what makes the data efficiency possible. Crucially, the framework operates entirely in image space, so it doesn't require raw sinogram data and is directly deployable on standard PACS images. Huge thanks to all of my brilliant co-authors Codeway AI Research — and a special thank-you to my mentor M. Akın Yılmaz for his guidance throughout this work. Also to the Med-Reasoner workshop organisers and reviewers for the recognition. Paper: https://lnkd.in/dFzYE_mx Code: https://lnkd.in/dvjNNvfY #cvpr2026 #ai #computervision #medicalimaging

Barcelona. Codeway's next chapter starts here! The city moves fast. We move faster. While everyone's talking about AI, we ship it to 500M+ people! Join one of Europe's most ambitious growth stories, at its turning point. Not for everyone. Come build what's next.

Opened a New Barcelona Office in 89 days. That’s what we call instant 🚀

Another logo update from Codeway. Just kidding. Only catching up with the trend.

“Ey Türk gençliği! Birinci vazifen; Türk istiklalini, Türk cumhuriyetini, ilelebet muhafaza ve müdafaa etmektir.” 19 Mayıs Atatürk’ü Anma, Gençlik ve Spor Bayramı kutlu olsun! 🇹🇷 — “Turkish Youth, your first duty is to preserve and to defend Turkish Independence and the Turkish Republic, forever.” Happy Commemoration of Atatürk, Youth and Sports Day! 🇹🇷