I build full stack products, ship AI agents, and own them end to end.
I'm a full stack developer with 4+ years of building production SaaS, from first commit to deployment. I've shipped 9+ products solo and led full stack engineering at a company that grew from 70 to 300+ people.
Most of my recent work is applied AI. I build LLM agents that call tools over Finnish and EU public data. Output guards and evals keep them from inventing sources. I also build MCP servers that automate delivery workflows, and RAG where it earns its place.
Under the AI, it's still full stack: React frontends, Node.js services, event-driven AWS and GCP infrastructure, and the SQL underneath. I once cut query times by 90% because slow dashboards keep me up at night.
I'm finishing a Master's in Software Engineering at the University of Turku. My coursework is done, and my thesis is on agentic source retrieval. I'm open to full-time full stack and applied AI work.
Frontend Tools
TypeScript, React, Next.js, React Native, Redux, MUI, Tailwind CSS, React Query, Chrome Extensions, Vitest, Playwright.
Backend Tools
Node.js, NestJS, Express.js, GraphQL, Redis, PostgreSQL, MongoDB, Firestore, Supabase, Stripe Integration.
AI
LLM Agents, Tool Calling, Vercel AI SDK, MCP Servers, RAG, Embeddings, Evals, Langfuse, OpenAI API, Claude Code.
Cloud
AWS Lambda, SQS, Cognito, EventBridge, MQTT, GCP Cloud Run, Firebase, Docker, GitHub Actions, NX Monorepo.
MyProjects
AIO App
Led backend at a restaurant SaaS as it grew from 70 to 300+ employees. SQS pipelines, shared component library in an NX monorepo, SQL query times cut 90%.
Angel
Highlight a claim on any page and Angel digs up the primary document behind it. Founding engineer: LLM agent, Chrome extension, GCP infrastructure.
Instant Quote
Booking and quote platform for group travel. Built a custom MCP server to automate the quoting workflow. Sole developer, design to deployment.
Partner with me. Launch fast.
I'm a full stack developer helping founders and teams go from zero to launch. Fast. Grab a slot and let's talk about your product.
Testimonials
Real stories from clients and collaborators who have experienced my work firsthand
LET'S TALK
Got a question, proposal, project, or want to work together on something?