Technical founder & full-stack engineer · MBA
I design and ship production systems end to end.
AI agents, Rust infrastructure and IoT platforms — architecture, code, tests, infrastructure and launch, delivered by one engineer. Every claim on this site is measured.
Available for contracts from October 2026 · remote or Tallinn / Helsinki
- 5
- complete systems built end to end, from hardware to cloud
- 900k+
- lines of code across Rust, TypeScript, Python, C# and C
- 7,300
- transactions per second measured on my own Rust blockchain
- EN · FI
- working languages, including production voice AI in Finnish
Selected work
Systems I have designed, built and run
- 01 A sharded proof-of-stake blockchain in Rust A DAG-based layer-1 designed for agent-to-agent payments: consensus, execution, sharding, proving, SDKs, wallet and explorer — built from scratch. 7,300 TPS measured, 2 shards × 2 validators, exact supply conservation
- 02 Finnish-language AI phone agent for electricity utilities An AI agent that answers fault-report calls in Finnish, turns them into structured fault reports and connects to the utility's on-premise outage system. 300k lines of TypeScript across backend and frontend
- 03 Autonomous AI marketing crew with its own video studio A team of AI agents led by an AI director that plans, writes, produces long-form video and publishes across social media — with compliance checks and a human in the loop only where it matters. 10 specialised agent roles, coordinated by an AI director
- 04 IoT energy and machine-health platform, from circuit board to cloud Sensor hardware, firmware, gateways, automated control and a machine-learning analytics platform that learns how rooms and machines behave, cuts energy use and predicts maintenance needs. 6 analytics layers, from raw telemetry to maintenance recommendations
- 05 Evidence-based health platform with an AI assistant A consumer health platform with cited long-form articles, condition guides and an AI chat grounded in the platform's own reviewed content. 268k lines of application code (backend and frontend)
Services
What I can build for you
01
AI agents and automation
Voice agents, multi-agent crews and content pipelines wired into real business systems — with guardrails, approvals and audit trails.
02
Product builds, end to end
From architecture to a running SaaS: backend, frontend, billing, infrastructure as code, CI/CD and monitoring.
03
IoT, control and machine learning
Sensor hardware, firmware and gateways through to control algorithms and ML analytics that predict maintenance.
04
Rust and distributed systems
High-throughput services, consensus and cryptography, with property tests, fuzzing and formal specifications.
How I work
Fast, without cutting corners
- Plan A written plan and acceptance criteria before any code.
- Build Small, reviewed increments with tests from day one.
- Measure Performance, cost and errors tracked, not guessed.
- Hand over Documentation and infrastructure as code, so your team owns the result.
Contact
Have a system to build?
Contract, fixed-scope project or technical rescue. Tell me what you need and by when.