Python automation · Linux operations · evidence-driven AI workflows
Based in Amsterdam, Netherlands. Open to Python, Operations and Junior Data opportunities.
I build practical automation and operational tooling around Python and Linux, with an emphasis on deterministic processing, observability, validation and reproducible technical evidence.
My public repositories are sanitised representations of real workflow families. They use synthetic fixtures and exclude production credentials, private runtime data and account-specific state.
A navigable, sanitised map of a production-style VPS architecture containing documented Python and Bash workflows, synthetic fixtures, validation tooling and tests.
Demonstrates: Linux operations, Python automation, append-only processing, JSON reconciliation, observability and publication safety.
Sanitised case studies covering AI-assisted debugging, technical audits, failure analysis and evidence-driven remediation.
Demonstrates: root-cause analysis, audit methodology, structured evidence, remediation boundaries and deterministic verification.
A reproducible pipeline for collecting, validating and presenting evidence from AI-assisted technical workflows.
Demonstrates: Python data pipelines, provenance, JSONL processing, validation, synthetic testing and reproducible reporting.
- Python automation and command-line tooling
- Linux and VPS operations
- Bash scripting and process supervision
- JSON, JSONL and SQLite workflows
- Append-only records and reconciliation
- Health checks, telemetry and operational observability
- Git, GitHub Actions and publication validation
- Synthetic fixtures and deterministic tests
Currently expanding my applied skills in SQL, Power BI and operational data analysis.
- Prefer deterministic and inspectable workflows over opaque automation.
- Preserve evidence through append-only records and explicit provenance.
- Separate production state from public examples and documentation.
- Default potentially sensitive workflows to read-only or dry-run behaviour.
- Treat validation, reconciliation and failure handling as part of the system design.