Antti Murtokangas█

Automation Engineering Student · AI Systems · Backend

Automation Engineering student at SEAMK.

Building AI pipelines, automation tools, and backend systems.

Working in fiber network support and developing practical technical solutions.

5+
domains
8+
years in tech
3+
live projects
> view_projects()> contact()Download CV
// expertise
Fiber Operations

Network fault diagnosis, service provisioning, and OSS platform operations for fiber infrastructure.

iMasterAltiplanoNokia OSSOTDRKeycom
Industrial Automation

PLC programming, SCADA systems, and electrical design for industrial and wind power environments.

CodesysSCADAEplanCognexVisual Components
Machine Learning & AI

Building and deploying ML models, data pipelines, and AI-driven backend services.

Pythonscikit-learnData pipelinesREST APIsModel training
Trading Analysis / AI Finance

Agent-based trading analysis, market data processing, and automation for Finnish market research.

PythonMarket dataAgent workflowsAnalysis automationResearch tooling
Backend Development

Designing and shipping TypeScript/Node.js services with PostgreSQL, containerized with Docker.

Node.jsTypeScriptPostgreSQLDockerRailway
Security & Recon

API vulnerability scanning, endpoint discovery, and basic security assessment tooling.

API scanningEndpoint discoveryExposure analysis
// projects

Kidehiiri

● In Development

Real-time ticket monitoring platform with machine-learning based ticket scoring.

TypeScriptPostgreSQLPythonDocker
view details →

Pentesting Tool (Private)

● In Development

Linux-focused pentesting tool for authorized assessments with reconnaissance, adaptive local learning, and structured reporting.

Node.jsTypeScript
view details →

Portfolio

● Live

This site. Next.js 15, Tailwind CSS v4, and a technical editorial UI.

Next.js 15TypeScriptTailwind v4
view details →

AI / Market Data Experiment

● In Development

Agent-based market data workflow and automation experiment for Finnish markets.

PythonAgent workflowsMarket data
view details →
// certifications
Microsoft logo
Microsoft Certified: Azure Fundamentals
Microsoft · ID: 65AC4CE0150CFDCE
● verified
2026-04-17
Coursera / Google logo
Google: AI Specialization
Coursera / Google · ID: UBM2ZJMEA8IN
● verified
Credly / Google logo
Google AI Essentials
Credly / Google · ID: d6785c33-8920-4cf3-8ff3-1c602940bf3d
● verified
// experience & education
Work
Technical Support2024–present
Fiber operator
iMasterAltiplanoNokia OSSKeycom
Production Operator2023
Olvi
Production Line OperatorSummer 2022
Keitele Timber
Assembler2018, 2021
Tikli Group
Technical Support / IT Support2017–2018
Alajärvi High School
Windows ServerActive DirectoryHardware
Education
Bachelor's in Automation Engineeringongoing
SEAMK
Automation in Wind Power Sector2024
Professional Development Course
Leadership Training2019–2020
Finnish Defence Forces
Vocational Qualification in Business IT2015–2018
Järviseudun ammatti-instituutti
// contact

// contact

Reach me by email or via LinkedIn and GitHub below.

Email// primary
antti.murtsi@gmail.com
GitHub// source
github.com/Murtsi
LinkedIn// network
linkedin.com/in/antti-murtokangas-562725158
// next.js 15 · tailwind v42026