AI NATIVE DEVELOPMENT PYTHON RUST TYPESCRIPT DEVOPS FULL-STACK MOBILE APPS MINI APPS & BOTS IOT DEVELOPMENT LEADERSHIP AI NATIVE DEVELOPMENT PYTHON RUST TYPESCRIPT DEVOPS FULL-STACK MOBILE APPS MINI APPS & BOTS IOT DEVELOPMENT LEADERSHIP
01 / THE MIND
Different disciplines. One connected mind.
Follow a thread. See what I’ve built with it.
01 / AI NATIVE DEVELOPMENT
AI at the heart of the workflow
Beyond thechat window.
I build agents, their tools, and the skills that coordinate their work. I design how agents share tasks, keep context, and review results.
MCP
LLM integration
RAG
Agent skills
Orchestration
THE WORK BEHIND THE WORDS
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WORKFLOW DESIGN
Skills for agent orchestration
I design reusable skills with scoped tasks, clear ownership, saved context, and independent review. A state validator checks recorded evidence before integration.
DESKTOP & AI AGENTS
StrixApp
A desktop client and node daemon that keep agents running after the app closes. Built for remote nodes and connected tools.
I use Python to turn complex problems into services and tools people can depend on. From configuration files to the infrastructure behind solar energy.
Python
FastAPI
gRPC
Machine learning
THE WORK BEHIND THE WORDS
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OPEN SOURCE
EnvYAML
A YAML configuration parser with environment-variable expansion and access to nested data.
Critical Python services for the Autonomous Operations Center. Earlier ML work detected anomalies across 100+ solar PV sites.
03 / RUST
Close to the machine
Built to run.Made to last.
I build desktop systems, background daemons, and shared application cores in Rust. I also move performance-critical Python processing into Rust while keeping Python interfaces.
Rust
Desktop
CLI tools
MCP servers
THE WORK BEHIND THE WORDS
CROSS-PLATFORM
StrixApp runtime
A Rust and TypeScript desktop client and node daemon for macOS, Windows, and Linux. Persistent agents and encrypted connections without inbound ports.
I build Rust MCP servers with discoverable inputs, structured results, and interactive views. Compatibility handling helps different clients use the same tools.
04 / TYPESCRIPT
Ideas with a clear structure
Interfaces to use.Tools to build with.
I use TypeScript to build desktop interfaces and developer tools. It connects the product people use with the systems that make it work.
TypeScript
Desktop interfaces
Developer tools
Agent workflows
THE WORK BEHIND THE WORDS
DESKTOP APPLICATION
StrixApp desktop
A TypeScript and Rust desktop client connected to a node daemon, bringing persistent agents and remote tools into one application.
A language, compiler, and runtime for agent workflows, with parallel tasks, retries, evaluation, and tracing.
05 / DEVOPS
Build it. Ship it. Keep it running.
Good softwareneeds solid ground.
Infrastructure is part of the product. I work across deployment, networking, storage, and operations. I also structure the knowledge people and agents need to maintain systems.
Kubernetes
Docker
Linux
Ansible
GitLab CI
THE WORK BEHIND THE WORDS
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CLOUD TOOLING
hetzner-mcp
An MCP server for managing Hetzner Cloud servers, networks, volumes, and firewalls.
Kubernetes operations at raicoon. Private multi-node S3 storage for a security platform. Servers and networking at Belnet.
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DOCUMENTATION & PLAYBOOKS
Operational knowledge
I organize system knowledge, decisions, and setup procedures for people and agents. Status and freshness rules make the documentation easier to assess.
06 / FULL-STACK
The whole picture
From the first clickto the last mile.
I connect interfaces, APIs, backend services, and deployment into one product. I work on the boundaries too: live updates, session expiry, and payment state.
TypeScript
React
Next.js
REST
FastAPI
THE WORK BEHIND THE WORDS
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AI VISIBILITY
HiGuru
An AI-visibility audit application with payments and a Dockerized backend. Its evaluation harness compared three LLMs across 12 dimensions.
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APPLICATION DEVELOPMENT
Think Tanker
Laravel features, a Python backend on AWS, and a React frontend, alongside execution-time optimization and network monitoring.
[ ]
APPLICATION ARCHITECTURE
One service, several interfaces
I connect browser and mini app interfaces to shared backend services. Signed sessions, live updates, and transactional payment handling connect the layers.
07 / MOBILE APPS
Useful beyond a connection
A window seat.A working idea.
I build mobile apps around device sensors, local data, and shared application logic. I connect native APIs and test interfaces across languages, screen sizes, and text scales.
Flutter
Dart
Native interop
Offline maps
Shared cores
THE WORK BEHIND THE WORDS
PRIVATE MOBILE APP
Offline flight tracker
An Android-first Flutter app showing flight progress and arrival estimates. After route setup, offline maps and available phone satellite fixes support tracking without internet.
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FLIGHT TRACKER CAPABILITIES
Record. Replay. Understand.
Native Android satellite diagnostics, flight recording, and replay through the same flight display. Local logs connect device data with what passengers see.
CROSS-PLATFORM ARCHITECTURE
Shared logic. Native interfaces.
I connect a shared Rust core to Flutter and desktop interfaces through platform adapters. Core behavior stays separate from the interface each platform needs.
08 / MINI APPS & BOTS
Small surfaces. Useful software.
A little interface.A lot behind it.
I build mini apps and bots that connect people to application services. Authentication, subscriptions, and payment handling support those focused interfaces.
Mini apps
Bots
Authentication
Payments
APIs
THE WORK BEHIND THE WORDS
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MINI APP ENGINEERING
Small interface, shared services
I connect mini app interfaces to backend APIs and live updates. Signed sessions control access and expire when their validity ends.
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BOT INTEGRATION
From payment to service access
I connect bot payment events to subscription state and service access. Backend handlers account for successful payments, refunds, and subscription changes.
09 / IOT DEVELOPMENT
Where software meets the world
Signals intosomething useful.
I connect physical devices with the software that monitors and controls them. Cameras, onsite alarms, telemetry, and cloud services become one working system.
IoT
Computer vision
Telemetry
Device control
Cloud
THE WORK BEHIND THE WORDS
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COMPUTER VISION & IoT
Security at scale
Led a platform combining video analytics, onsite light and sound alarms, and cloud management. It served 180+ sites and 2,000+ cameras.
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TELECOM SYSTEMS
Devices across a network
Built remote control of customer devices for an ISP serving 20,000+ households. Connected device operations with billing, monitoring, and provider integrations.
10 / LEADERSHIP
People make the difference
Own the outcome.Build it together.
I lead projects across years and layers, from the first idea to production and maintenance. I find and select engineers, matching their strengths to responsibilities.
Architecture
Recruitment
Team building
Delivery
Operations
FROM FIRST IDEA TO YEARS IN USE
01
Idea
Understand the problem and the people it affects.
02
Plan
Set scope, map the layers, and choose the team.
03
Draft
Make the design concrete and test the assumptions.
04
Implementation
Build across interfaces, services, data, and infrastructure.
05
Production
Release, observe, and support real use.
06
Maintenance
Fix, improve, and evolve the system over time.
THE WORK BEHIND THE WORDS
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FOUNDER & LEAD ENGINEER
Belichberg
Founded a software studio and led architecture, implementation, and operations. Selected engineers, matched roles to the work, and coordinated delivery with clients.
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7 YEARS / 2019-2025
Security platform
Owned architecture across surveillance, computer vision, IoT alarms, and cloud storage. Selected the team and managed implementation and support throughout the engagement.
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17+ YEARS OF BUILDING
Belnet
Founded and ran an ISP serving 20,000+ households. Built billing and device control, designed the network, and managed servers.
MORE THAN WHAT’S ON MY CV.THERE’S A HEART IN HERE, TOO.
FOLLOW THE FEELING
02 /THE HEART
Not everything needs a reason.
New places. Long walks. A little less screen time. The things that make room for the next idea.
A COLLECTION OF ELSEWHERE
Places we bring home.
Our fridge is a little map of our trips. A city, a coastline, a mountain - each magnet brings a piece of somewhere home.
PICK A MAGNET. TAKE A CLOSER LOOK.
01 / 09
Santorini
Blue domes and white houses, held inside a little painted heart.
FROM OUR FRIDGE, WITH LOVE
COLLECT MOMENTS.
OFFLINE IS A GOOD PLACE, TOO
Some paths don’t need a keyboard.
I like to travel. I like to hike. There’s always more to explore.
