ICT graduate in Data Analytics and AI from JAMK University of Applied Sciences, Finland.
I build data and machine learning projects end to end, from SQL pipelines to deployed apps.
Automated ETL pipeline pulling labour statistics from the Statistics Finland PxWeb API into DuckDB, with an analytics layer and tests. Handles upstream API schema changes gracefully.
Python DuckDB SQL ETL pytest
View repo
Bilingual semantic search over course descriptions using multilingual sentence embeddings (LaBSE). Built as a production service and deployed live.
Python LaBSE sentence-transformers FastAPI Docker
Live demo
LLM-powered tool that parses CVs and scores them against job requirements.
Python Groq (Llama 3.1) Streamlit pypdf
View repo
Interactive dashboard visualizing Finnish employment trends across multiple views.
HTML CSS JavaScript Chart.js
View repo
Retrieval-augmented support bot with citation-backed answers and anti-hallucination guardrails, including an evaluation harness for grounding and refusal quality.
Python FAISS sentence-transformers FastAPI Groq