At Beatpulse Labs, I annotate video for computer vision datasets, identifying shot boundaries and precise timestamps, classifying transitions, and grouping shots into scenes. I follow project taxonomies to keep labels consistent.
At Atlas Capture, I annotate video, track objects, and label frames for machine learning training. I also test web and mobile software with uTest and Testlio, documenting defects and reproduction steps in Jira.

