Profile Index

About

Engineering resilient systems, bridging the gap between complex AI architectures and daily operational excellence.

Experience

2022 — Present

Data & AI Engineer (full-stack)

Spearheading the design and deployment of scalable AI solutions, ensuring seamless integration and operational efficiency for public healthcare systems across Finland.

2019 — 2022

Clinical Data Scientist

Analyzed complex clinical datasets to derive actionable insights, contributing directly to regulatory drug development.

2011 — 2019

Data Analyst with Integration Focus

Embracing early adoption for business intelligence and data visualization tools, enabling data-driven decision making across the organization. Footprints in Banking.

Education

Master of Science

Statistics

Signal processing, statistical modeling, and unsupervised learning techniques.

Master of Science

Economics

Core foundation in economic theory, business strategy, and data-driven decision making.

Bachelor of Science

Economics

International trade, finance, and economic theory.

Practice-Based Learning

Computer Science

CS through hands-on projects and real-world applications.

Tech Stack

Core
  • Kubernetes
  • CI/CD, Git, DevSecOps
  • Containerization
  • Cloud Architecting
ML / AI
  • PyTorch
  • Transformers
  • Applied LLMs
  • Agentic AI
Data
  • MongoDB
  • PostgreSQL
  • Healthcare Data Interoperability
Languages
  • Python
  • Rust in progress
  • Terraform
  • R / Shiny