James F.

Key Skills

Software

No software listed

Top Subject Matter

AI-generated short-form video content optimization

Top Data Types

Video

Top Task Types

Text Generation

Freelancer Overview

AI-Powered Digital Content Optimization (Personal Project, TikTok). Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include SeedDance. Education includes Bachelor of Engineering (Honours), The Hong Kong Polytechnic University (2026). AI-training focus includes data types such as Video and labeling workflows including Text Generation.

Labeling Experience

AI-Powered Digital Content Optimization (Personal Project, TikTok)

VideoText Generation

Created an AI-powered workflow to optimize and synthesize short-form video content. Used generative AI tools to automate video synthesis and improve scripts through iterative refinement. Conducted data-driven iteration based on retention and platform algorithm feedback to guide future generations. • Integrated GenAI workflows including SeedDance and LLMs for content automation. • Optimized scripts using LLM-assisted generation. • Analyzed viewer retention and platform signals to iteratively improve outputs. • Produced viral content with multi-million view performance metrics.

2026 - Present

Education

Work History