Who I Am
Full-Stack Developer & AI Automation
I build full-stack web apps, AI-powered automation pipelines, and live trading systems. TypeScript, Python, FastAPI, Django — deployed with Docker and GitHub Actions CI/CD.
Security-first from day one. Every project ships with proper input validation, rate limiting, and production-ready error handling. No shortcuts.
Based in Oulu, Finland, working with clients internationally. I prefer direct communication and building things that actually work.
Full-Stack TypeScript
TypeScript throughout the stack with Next.js, combined with Python APIs. Type safety, Docker containers, and automated CI/CD pipelines for every project.
Clear Documentation
Comprehensive README files, API documentation, and code comments. Your team won't have to guess how things work.
Practical Approach
I use tools I know well rather than chasing every new framework. Shipping working code beats theoretical perfection.
Tech Stack
Backend Development
Server-side APIs and business logic
Frontend Development
Modern web interfaces
Database
Data storage and management
Languages
Programming languages
Tools & Environment
Development tools and workflow
DevOps & Automation
Deployment, automation and AI integrations
Security
Security testing and vulnerability research
Focused on backend development with Python and modern frontend work with React. I prioritize depth over breadth, building expertise in tools that deliver results.
Featured Projects
Freelancer Invoicing App
Finnish invoice management with Docker, CI/CD, and security-first design.
Weather API Aggregator
Multi-source weather data aggregator with analytics and visualization.
Telegram OpenAI Bot
Secure AI chatbot with rate limiting and session management.
Forex Trading Bot
Automated live trading system with AI analysis and real-time risk management.
BountyBot
AI-powered bug bounty automation tool for vulnerability research and PoC generation.
Faceless Content Automation
Automated content pipeline producing YouTube and Instagram videos with AI voices.