Tools & Workflow

Systems for the invisible parts of post.

I build tools and workflows that reduce repetitive labor, improve accuracy, and give editors more time to focus on the cut.

Case Study

Cue Sheet Workflow System

Problem

Cue sheets are essential for delivery, but matching timeline audio usage against large music databases is repetitive, manual, and easy to get wrong.

Approach

I built a workflow that reads Premiere XML data, identifies music usage, matches tracks against a reference database, and exports a formatted cue sheet for review.

Result

Less manual cue-sheet labor, better consistency, and a faster path through a painful delivery step.

Case Study

Trailer Music Augmentation Tool

Problem

Trailer edits often need impacts, risers, hits, transitions, and extra musical intensity before a final music pass exists.

Approach

I built a creative post tool for rapidly adding trailer-style musical elements to temp tracks during editorial development.

Result

Faster iteration, more finished-feeling temp cuts, and a more fluid bridge between editorial and music design.

AI Fluency

AI is part of my workflow, but not the whole identity.

I use AI as a practical creative and technical tool: prototyping, workflow acceleration, research, ideation, automation, and reducing repetitive work.

I care less about novelty and more about usefulness. Does it help the work? Does it make the system cleaner? Does it help a team move faster?

Private work note

Studio, trailer, and current-role work can be discussed directly. Public case studies are intentionally sanitized to avoid exposing confidential systems, datasets, workflows, or unreleased projects.