Zhoule M.

Key Skills

Software

Other

Top Subject Matter

Film and television video materials and AI training dataset preparation

AI visual training datasets and film/TV training materials

AI-assisted short film production workflow

Top Data Types

Video

Image

Top Task Types

Tracking

Action Recognition

Classification

Freelancer Overview

Freelance Video Creator. Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor Degree, N/A. AI-training focus includes data types such as Video and labeling workflows including Tracking, Action Recognition, and Classification.

Labeling Experience

Original AI Short Film Creation Project — AI-assisted video generation and editing (2024–Present)

OtherVideoClassification

Undertook an original AI short film creation pipeline that included generating and preparing AI-assisted video content used for creative iteration. Applied AI generation and intelligent editing tools to produce micro-short films with structured scene and plot outputs. While primarily creative, this work relied on iterative production and optimization of video segments consistent with dataset-like production workflows. • Generated AI auxiliary scenes and characters for short films • Performed intelligent editing and color grading across multiple micro-shorts • Iteratively revised short film versions to optimize narrative/visual outcomes • Integrated AI tools into a repeatable production workflow

2024 - Present

Freelance Video Creator — professional video annotation & material sorting (2023–Present)

OtherVideoAction Recognition

Performed professional video frame annotation and material sorting for film and television training materials and AI visual training datasets. Carried out scene annotation, target labeling, and action classification while following industry-standard labeling specifications. Delivered accurate, standardized labeled data in a complete, presentation-ready format for model training and evaluation. • Scene segmentation and target/action annotation for massive video clips • Standardized classification and material screening per labeling guidelines • Ensured labeled data accuracy and availability for downstream use • Produced ordered, complete data presentations for AI visual training

2023 - Present

Video Director & Editor — material sorting/annotation support for video libraries (2020–2023)

OtherVideoTracking

Provided scene sorting and annotation support by organizing daily shooting materials, classifying clips, and summarizing material characteristics for downstream creation. Assisted with professional annotation-oriented preparation to improve availability and usability of labeled video data for subsequent projects. Ensured labeling outputs followed consistent internal requirements for film and television material handling. • Sorted and annotated daily on-site captured materials • Classified video clips by visual/material characteristics • Produced structured material support for later content creation • Participated in creative planning that informed how materials were categorized

2020 - 2023

Education

Work History