IT · SOFTWARE · AUTOMATION · AI

Digital systems
built to work.

Rōnin designs, builds and improves practical digital systems for businesses — from infrastructure and automation to custom software and applied AI.

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SYSTEM / 001

01 Understand the operation
02 Remove unnecessary complexity
03 Build the right system
04 Make it maintainable

01 / PRINCIPLE

Technology should reduce friction, not create more of it. We focus on systems that are clear, reliable and useful in the real world.

02 / SELECTED WORK

Work with substance.

Product Engineering

2026

RentScore

Mobility Risk Infrastructure.

A digital platform designed to bring risk checks, incident workflows, identity matching and external data services into one controlled operational system.

RENTSCORE / PLATFORM MODULAR ARCHITECTURE

THE CHALLENGE

Risk-relevant information can be fragmented across spreadsheets, internal records and external providers. Manual checks make those workflows slow, inconsistent and difficult to audit.

THE APPROACH

RentScore is designed around one technical foundation that separates identity resolution, risk logic, partner access, incident review and external integrations into clear responsibilities.

01Risk checks

Server-side decision logic with clear, structured outcomes.

02Incident workflow

Controlled submission and review before records become decision-relevant.

03Identity matching

Dedicated matching logic kept separate from business scoring.

04External integrations

Provider-specific gateways isolate third-party services from core logic.

05Background imports

Large data sets are processed asynchronously in controlled batches.

06Tenant access

Partner environments, users, roles and permissions remain clearly scoped.

MY ROLE

Product conception · Software architecture · Backend · Frontend · Database design · API integrations · Infrastructure

Automation Product

Rōnin Assist

IT operations, automated.

An operations platform designed to connect devices, surface technical state and turn repetitive support work into reusable automated workflows.

RŌNIN ASSISTOPERATIONS / LIVE

ENDPOINTDevice Agentmetrics · state · commands

CONTROLOperations Corejobs · policies · workflows

WORKSPACEWeb Consolealerts · actions · history

PRODUCT DIRECTION

The platform combines device management, secure command execution, operational jobs, live metrics and notifications in a central workspace.

AUTOMATION LAYER

Recurring solutions can be represented as reusable workflows, creating a foundation for increasingly intelligent and AI-assisted IT operations.

FOCUS

Endpoint Agent · Device Management · Automation · Live Metrics · Workflows · AI-assisted Operations

Enterprise IT

Operations

Enterprise Workplace

Distributed IT at scale.

Operational support and administration across a distributed environment spanning more than 500 locations and 1,000 users.

500+Locations

1,000+Users

M365Cloud & collaboration

Entra / IntuneIdentity & endpoints

RESPONSIBILITY

Modern workplace operations covering Windows endpoints, Microsoft 365, Exchange, Entra, Intune, SharePoint, network environments, deployment and rollouts.

FOCUS

Keeping a large distributed environment usable and supportable while reducing repetitive operational effort through standardisation and automation.

04Cloud Architecture

Global Cloud Platform

Resilient infrastructure by design.

Architecture for a globally accessible web platform with multi-region routing, autoscaling, health-aware failover, observability and reproducible infrastructure.

Azure Front Door
App Services
Terraform
Azure Monitor
Multi-region

05Software Architecture

Document Processing

High-volume workflows without tight coupling.

Architecture for document-intensive processing using orchestration, asynchronous messaging, parallel checks and separated process and object persistence.

RabbitMQ
PostgreSQL
Object Storage
Orchestration
Async Processing

03 / AI CONSULTING

Find where AI actually creates value.

Not every process needs AI. Rōnin helps identify useful opportunities, evaluate feasibility and turn promising use cases into practical workflows, prototypes and implementation plans.

Opportunity AssessmentWorkflow AutomationAI IntegrationPrototype & Roadmap

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04 / CAPABILITIES

From problem
to working system.

AI Consulting

Use-case discovery, process analysis and practical implementation planning for AI and automation.

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Software Development

Internal tools, web applications and product foundations built around real operational requirements.

AI & Automation

Practical automation of repetitive workflows and AI integrations where they improve speed, quality or decision support.

Cloud & Modern Workplace

Microsoft 365, identity, device management and collaboration environments with a focus on maintainability.

IT Infrastructure

Reliable deployment, endpoint and network foundations for distributed and growing organisations.

05 / RŌNIN

Small by design.
Technical by nature.

Rōnin is an independent technology studio focused on building useful systems instead of adding another layer of complexity.

The work sits between software engineering, automation, AI and modern IT operations — with enough technical depth to understand the infrastructure underneath the product.

Germany Remote-first B2B projects

06 / CONTACT

Have a technical challenge?

Tell me what needs to work better. A short description is enough to start.