Selected work

MY ROLE

ROLE / Metadata automation · review workflow

SCOPE

DIGITAL ASSETS · AUTOMATION

TOOLS

TOOLS / Python · manifests · checksums

OUTCOME

PROOF / Test-backed controls · rollback records

PROJECT AT A GLANCE

Metadata / provenance flow

BASELINE

Review before update

SIGNAL

Auditable updates

CONTROL

Recovery-ready

OUTCOME

PROOF / Test-backed controls · rollback records

CASE

DIGITAL ASSETS · AUTOMATION

Clearer metadata. More confident review.

MediaTaggerBot helps organize local music files through evidence-based matching, proposed tags and filenames, and review before changes are applied. Recorded changes support verification and recovery.

Review before update

Auditable updates

Recovery-ready

CASE MAP

01 OPPORTUNITY

DEFINE

02 SOLUTION

BUILD

03 ASSURANCE

ASSURE

04 VALUE

DELIVER

HOW THE SYSTEM CREATES VALUE

The thinking behind the work.

Explore the need, the approach, the checks, and the practical value of the project.

OPPORTUNITY

Frame the opportunity.

Bring consistency and confidence to local audio and music-video organization through an evidence-led, operator-controlled workflow.

SOLUTION

Design a clear solution.

A Windows-first local workflow that combines embedded IDs, acoustic fingerprints, text matching, and optional provider corroboration to propose predictable filenames and tags.

ASSURANCE

Build confidence into the workflow.

Preflight, scan-only, and dry-run stages support informed review. Confidence gates prioritize corroborated matches, while journaled writes verify source state, metadata, renames, retries, and privacy-conscious diagnostics.

VALUE

Make the value visible.

A structured way to review media metadata and apply consistent naming, with uncertain matches kept visible and a record of approved changes.

EXPLORE THE WORK

See the work in context.

Explore the project and the decisions behind it.

View MediaTaggerBot on GitHub

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