At Overworld / OWL Control, I captured, logged, and annotated 2,000+ hours of AAA gameplay, including Call of Duty, for AI model training. I followed detailed capture protocols and troubleshot frame drops, software conflicts, and large file transfers.
In an independent technical project, I developed a desktop utility using C# (.NET), Python 3.12, and FFmpeg to automate video trimming, input binning, and dataset validation. It supported one-click batch processing, automated error checking, and remote access control.
At Fiverr, where I continue to work as a Freelance Digital Media & Video Specialist, I produce and edit digital media using Adobe Premiere Pro, VEGAS Pro, and OBS Studio. I manage large video files and rendering workflows while meeting client requirements.
At Go Get Leads, I managed remote operations, organized data directories, and handled technical troubleshooting across distributed teams. I’m also a Computer Systems Engineering student with hands-on experience in gameplay capture, annotation, and media automation.

