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D
Dmnveo Bh1

Dmnveo Bh1

AI Video Production Workflow Specialist

Vietnam flagDong Nai, Vietnam
$5.00/hrIntermediateAws SagemakerAxiom AIDeep Systems

Key Skills

Software

AWS SageMakerAWS SageMaker
Axiom AI
Deep SystemsDeep Systems
Data Annotation TechData Annotation Tech
CrowdSourceCrowdSource
CrowdFlowerCrowdFlower
CloudFactoryCloudFactory
CVATCVAT
MercorMercor
LightTagLightTag
Scale AIScale AI
RoboflowRoboflow

Top Subject Matter

AI Content Generation Workflow
AI Lead Qualification/Marketing Assistant

Top Data Types

VideoVideo
TextText

Top Task Types

ClassificationClassification
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)

Freelancer Overview

AI Video Production Workflow Specialist. Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Software Engineering, FPT University (2023). AI-training focus includes data types such as Video and Text and labeling workflows including Classification and Prompt + Response Writing (SFT).

IntermediateEnglish

Labeling Experience

Custom AI Agent for Lead Qualification and Messaging

TextPrompt Response Writing SFT
Designed and deployed a custom AI assistant for automated marketing outreach with a focus on prompt and response training. Authored, labeled, and curated datasets of marketing messages and follow-ups for supervised fine-tuning of LLM-based assistants. Maintained high-quality standards for both structure and intent in generated responses. • Curated training data for intent and classification. • Engaged in supervised learning for AI chatbot behavior. • Ensured dataset diversity and relevance to digital marketing. • Leveraged internal proprietary tools for labeling and evaluation.

Designed and deployed a custom AI assistant for automated marketing outreach with a focus on prompt and response training. Authored, labeled, and curated datasets of marketing messages and follow-ups for supervised fine-tuning of LLM-based assistants. Maintained high-quality standards for both structure and intent in generated responses. • Curated training data for intent and classification. • Engaged in supervised learning for AI chatbot behavior. • Ensured dataset diversity and relevance to digital marketing. • Leveraged internal proprietary tools for labeling and evaluation.

2024 - Present

AI Video Production Workflow Specialist

VideoClassification
Integrated Veo3 video generation with custom script automation to optimize the AI-driven content creation workflow. Developed a system to automate labeling of video elements and content types, ensuring accuracy for machine learning models. Collaborated with marketing teams to maintain consistent metadata labeling in all generated videos. • Increased workflow efficiency by 60%. • Implemented precise classification protocols for video segments. • Enhanced the scalability of the AI content pipeline. • Utilized both internal and proprietary Veo3 tooling for automation and QA.

Integrated Veo3 video generation with custom script automation to optimize the AI-driven content creation workflow. Developed a system to automate labeling of video elements and content types, ensuring accuracy for machine learning models. Collaborated with marketing teams to maintain consistent metadata labeling in all generated videos. • Increased workflow efficiency by 60%. • Implemented precise classification protocols for video segments. • Enhanced the scalability of the AI content pipeline. • Utilized both internal and proprietary Veo3 tooling for automation and QA.

2024 - Present

Education

F

FPT University

Bachelor of Software Engineering, Software Engineering

Bachelor of Software Engineering
2023 - 2023

Work History

D

Donafarm Company

Marketing Manager

Dong Nai
2024 - Present
J

J&T Express

Sales Executive

Dong Nai
2023 - 2023