RAG Chatbot
Answers questions about Finnish student financial aid (Kela) with citations back to the source page.
RAGFastAPIpgvector
Junior fullstack developer
Shipping things that work.
Based in Jyväskylä, Finland, available immediately. Looking for a junior developer role — backend-leaning, comfortable across the stack.
About
Self-taught developer, about a year in. I learn by building — most of what's here started as "can I make this work" rather than a course exercise. Currently focused on backend and API work, but comfortable moving across the stack when a project calls for it.
Core skills
PythonJavaScript / TypeScriptReactNext.jsNode / ExpressPostgreSQLPrismaFastAPIDockerCI/CD
Also exploring
Java / Spring Boot
Selected work
A few things I've built recently.
LeaguePipeline
Ingests raw League of Legends match data from Riot's API and visualizes champion win rate and pick rate trends.
REST API IntegrationData PipelineRaw SQL
ToolShare
A neighborhood marketplace for lending and borrowing tools — list what you have, browse what's available, message neighbors to arrange pickup.
BaaSRLSCommunity App
Contact