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Explore the six services

Software. Automation. Intelligence.

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Work & case studiesEvidence before claims.

Every project,
open to inspection.

Explore the questions, decisions, and artifacts behind our analysis, prototypes, concepts, and engineering methods.

Each entry identifies what was made, its source, and its limitations.

Explore the work Featured independent analysisCyclistic ridership
Independent analysis

From a ride record
to a clearer question.

Explore the Cyclistic source figures, model and disclosed assumptions.

Inspect the case study
Cyclistic daily bike ride counts across 2025 and 2026.
Python repository artifact · source run unverified

Projects, prototypes
& published methods.

1 entry
Project 01 / 01
Interactive system prototypeSystems & cloud

Cloud Architecture Visualizer

An interactive system map for following data through a knowledge assistant, API synchronization, and a BI pipeline.

  • TypeScript
  • React
  • Next.js
  • Motion
Try the prototype

Illustrative system map

Question, contribution & scope
The question
A service list rarely explains how the pieces connect or where responsibility changes hands.
The approach
Make each stage selectable and expose its inputs, outputs, and failure boundaries.

A working browser explorer with three pipelines, stage details, and a comparison view.

Scope: An explanatory frontend prototype. The diagram does not run the depicted infrastructure or connect to production systems.

1 of 1: Cloud Architecture Visualizer

Have a problem that does not fit a category?

Most real systems cross more than one discipline. Bring the constraint and we will map the smallest reliable path through it.

Discuss a project See the approach