Software Engineer — Distributed Systems, Platforms, and Agentic AI

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I build and operate backend systems, with a focus on distributed architectures, developer tooling, and the infrastructure around autonomous AI agents. I am currently completing a Master's in Computer Science and Engineering at the University of Oulu, and working as a thesis worker at Metosin, where I design governance, observability, and orchestration layers for agentic AI systems.

I care about systems that are reliable, observable, and clear to the people who maintain them.

Runtime Governance for Autonomous AI Coding Agents — Master's Thesis, Metosin

A control-plane-style framework that makes the behaviour of AI coding agents (Claude Code and Gemini CLI) observable and subject to runtime policy, without modifying the agents themselves. It captures lifecycle events through native hooks, routes them through a durable Temporal workflow, and delivers structured telemetry to a self-hosted Langfuse platform. Governance layers handle policy enforcement, anomaly detection, goal assessment, hallucination detection, and data lineage.

_{Go · Python · Temporal · Langfuse · Docker · ClickHouse · MCP}

Enterprise RAG Knowledge Assistant Containerised retrieval-augmented generation system for semantic document querying, with embedding pipelines, re-ranking, and streaming citation-tracked responses. Deployed on Kubernetes.
_{Python · LangChain · pgvector · FastAPI · Docker · Kubernetes}

Distributed LLM Inference Platform Microservices architecture for distributed model serving across compute nodes, benchmarked for latency and reliability, with Prometheus monitoring and REST/gRPC integration.
_{Go · Python · Kubernetes · gRPC · Prometheus}

Languages  Go, Python, TypeScript, Java, SQL, Bash

Platforms & Infrastructure  Kubernetes, Docker, Linux, Azure, microservices

CI/CD & Observability  GitHub Actions, GitLab CI, Jenkins, Prometheus, Langfuse

Data  PostgreSQL, MySQL, pgvector, query optimisation

Agentic AI  Claude Code, LangChain, LangGraph, Temporal, MCP

Thesis Worker — Metosin  ·  _{2026 – Present} Backend platform services and governance layers for autonomous AI systems.

Research Assistant — University of Oulu  ·  ₂₀₂₅ Distributed system architectures and inference pipeline benchmarking.

Software Developer — ACE Money Transfer  ·  _{2023 – 2025} Backend services and REST APIs in Go and PHP for a global fintech platform.

_{Based in Finland}