Sparko99 M.

Key Skills

Software

Other

Top Subject Matter

AI video QA and multimodal content evaluation

Multimodal media QA and content readiness review

Top Data Types

Video

Top Task Types

Object Detection

Text Generation

Question Answering

Text Summarization

Data Collection

Prompt + Response Writing (SFT)

Freelancer Overview

Lead Video Editor & Content Architect | Independent Creator Projects. Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and Other. Education includes Higher Secondary School Certificate (HSSC-I), College of Science (2027). AI-training focus includes data types such as Video and labeling workflows including Evaluation and Rating.

Labeling Experience

Lead Video Editor & Content Architect | Independent Creator Projects

Video

Developed QA-oriented review workflows for narrative video sequences to remove technical errors and alignment issues. Performed frame-sequence evaluation to ensure audio-to-video synchronization and eliminate dead space. Applied semantic tagging and anomaly detection concepts in the context of assessing visual quality and consistency across content pools. • Assessed pacing markers and narrative sequencing quality • Verified multi-layer timeline consistency • Evaluated diverse content pools for alignment discrepancies • Ensured uniform color profiles and sensory engagement through review checks

2026 - Present

Creative Director & Operations Lead | CAVE Streetwear & Media

OtherVideo

Led operations for brand media assets with rigorous quality standards for cross-platform digital content. Conducted audits of conceptual product mockups and layout elements to ensure technical and visual correctness. Coordinated with remote layout teams and creative professionals to review media prior to release. • Managed digital media assets and rollouts • Audited layout elements and formatting for platforms • Reviewed product media against quality requirements • Structured content schedules with remote teams

2025 - 2026

Education

Work History