I am a junior Full-Stack developer with 2+ years of coding experience, based in Finland, with a growing focus on backend development and AI-powered applications. Over the past years, I’ve built web applications at Kood/Sisu coding school, using Go, JavaScript/TypeScript (React/Node.js), Python, REST APIs, WebSockets, PostgreSQL/SQLite, and Docker. My current project is an AI-powered wellness platform where I'm exploring LLM integration, RAG, function calling and the backend logic needed to make AI responses useful, consistent and reliable.
I've participated in team-based development and completed 25+ peer project reviews across web, mobile, e-commerce, DevOps, and cybersecurity projects. I often help teams spot gaps early and improve system clarity, working across backend, frontend, documentation, and testing. AWS Cloud Practitioner certified.
Before moving into software development, I worked in banking communications, fintech Public Relations, and UX-related projects. This background helps me connect technical solutions with real user needs.
- Backend & API integrations
- Building reliable AI-powered applications
- Testing, debugging and improving software quality
- Learning Cloud and DevOps practices
If you’re looking for someone who codes, thinks system-wide, and genuinely cares about quality and clarity, I’d be happy to connect. Email | LinkedIn
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2026 Wellness Platform | AI-enabled full-stack app (in development) | Python, TypeScript, PostgreSQL, Redis Qwen/Groq Interactive dashboard with an AI assistant, authentication, structured APIs, automated tests, and a CI pipeline. • Integrated an LLM to generate personalised wellness insights from structured user data; added response checks Redis caching and fallback behaviour when AI is unavailable. • Built RAG-based recipe search/generation with FastEmbed and Redis Stack vector index, plus function calling for nutrition calculations and meal planning. • Developed authenticated APIs and dashboard features; user data export/deletion and automated backend tests.
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Match Me | Location-based web app | Go · JavaScript · PostgreSQL · WebSockets
Secure authentication, external API integrations, online/offline presence sync, and documented backend–frontend contracts -
Racetrack InfoScreens | Real-time dashboards | React · Node.js · Socket.IO
Multi-role access, state persistence across restarts, and debugging of timing/state desynchronization issues -
Bookworms Forum | Full-stack forum | Go · SQLite · Docker
Encrypted login, nested like/dislike logic, category mapping, and a fully containerized setup -
Multiplayer Browser Game | JavaScript · WebSockets · DOM-based rendering
Real-time state sync, smooth 60 FPS gameplay without canvas, and event-driven architecture
(More details in pinned repositories below)
🧘 + 🏞️ + 🌻 + 🍄 + 🎶 + 💃
⚡ Fun fact: You can often find me leveling up my patience ✨and creative problem‑solving 💡while practising inclusive soft‑skill work in daycare settings. 🌱👧🧒👦


