From Words to Code: Pivoting My Translation Career Through Shipaton 2026

When people ask me what I do, my answer used to be straightforward: I’m a professional translator. For years, my work revolved around bridging linguistic divides: translating nuances, intent, and complex terms across languages. But the translation industry was one of the very first sectors to feel the seismic shift of modern AI. Rather than viewing that change as a barrier, I saw it as a clear signal: we have to evolve. I’ve always loved building websites and bringing digital ideas to life, but without a traditional computer science background, turning complex concepts into real software used to feel like hitting a glass ceiling. AI completely unlocked that for me. About a year ago, I entered my first hackathon; and I haven't looked back since. Hackathons became my playground to combine human domain expertise with AI-assisted development. So when the RevenueCat #shipaton landed, I asked myself a question a lot of language professionals and non-traditional builders are wrestling with right now: How do I take years of deep domain experience in human communication and pivot it into something scalable, modern, and genuinely helpful in the software space? The answer was a real-world problem sitting right outside my front door. Finding the Problem in Paradise I live in Panama, specifically in Bocas del Toro: a vibrant region filled with a mix of local residents, expats, and travelers. Living here gives you a front-row seat to the daily friction points of living across languages. When the RevenueCat Shipaton kicked off, I didn't want to build a random utility or a novelty toy. I wanted to build something grounded in real human friction. So on Day 1, instead of just talking to AI, I posted on our local community forum (Bocas Foro Comunitario) to talk directly with the people around me. The response was an eye-opener. Within hours, the post picked up strong engagement and 16+ likes, but more importantly, it revealed a huge, specific pain point: medical appointments. Expats frequently struggle to navigate healthcare interactions when language and administrative barriers hit simultaneously. It wasn't just a language problem; it was a high-stakes communication problem. As a translator, that clicked instantly. As I began sharing my initial thought process and Day 1 updates publicly, one comment hit home harder than any other: "Wow — great way to pivot your profession into a very relevant and needed app. I’m wrestling with that myself." That single piece of feedback captured the core of this entire journey. Many people view AI and new app development tools as a threat to traditional professions like translation. But building in public has shown me the exact opposite: domain expertise is your superpower. Understanding why communication fails in a clinic or a local service call isn't something an LLM figures out on its own: it requires someone who has spent a career looking at how humans actually talk, miscommunicate, and resolve context. Translating text on a page and structuring an intuitive mobile experience are surprisingly similar: both require breaking down complex intent into something seamless and user-friendly. Lessons Learned So Far (For Anyone Looking to Pivot) If you're a founder coming from a non-traditional coding background or looking to pivot your existing career into building apps, here are three quick takeaways from my first few days in the #shipaton: Your "Old" Skillset Is Your Unfair Advantage: Don't discard your background. A translator building a communication tool or a teacher building an ed-tech app has an intuitive understanding of the user that pure engineers often spend months trying to discover. Talk to Real People Before Writing Code: Posting in a local Facebook group gave me more actionable clarity on high-value use cases (like medical visits) than hours of brainstorming alone. What’s Next? We’re just getting started. Over the next few weeks of the Shipaton, I’ll be refining the app's core flows, integrating RevenueCat paywalls, and sharing video updates along the way. If you’re currently trying to figure out how to translate your own professional background into software: just start. Pick a real problem, build in public, and let the market guide your pivot. Follow along with the build here and on X @DorienVibecodes and track the progress as I ship!