Dasha W.

Key Skills

Software

Don't disclose

Top Subject Matter

Generative AI training for digital design and video production

prompt engineering

LLM response evaluation

Top Data Types

Text

Video

Top Task Types

Fine-tuning

Entity (NER) Classification

Freelancer Overview

AI Training Expert (Digital Design, Video Production) — Freelance (Lancaster, CA). Brings 12+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose. Education includes Master of Arts, The University of Northern Iowa (2006) and Master of Education, The Herzen State Pedagogical University of Russia (2006). AI-training focus includes data types such as Text and Video and labeling workflows including Fine-tuning and Named Entity Recognition.

Labeling Experience

AI and Digital Design Expert (Freelance) - Freelance

VideoEntity (NER) Classification

Provided expert guidance for training and optimization of large language models by reviewing outputs and improving prompt and workflow quality. Developed reusable guidelines that supported generative AI systems used in industry applications. Collaborated with engineering stakeholders to translate user-centered creative workflows into technical objectives for model refinement. • Fine-tuned model behavior using expert feedback and specialized prompts. • Built and contributed to datasets aligned with digital design and video production standards. • Partnered with machine learning engineers to refine architecture and reasoning quality. • Produced documentation of workflows, guidelines, and response analysis methods.

2025 - Present

AI Training Expert (Digital Design, Video Production) — Freelance (Lancaster, CA)

Don't discloseTextFine-tuning

Provided expert feedback and fine-tuned large language models by reviewing and analyzing model responses and improving reasoning quality. Developed specialized prompts, workflows, and guidelines to support generative AI development for industry applications. Contributed to building datasets aligned with current digital design and video production standards. • Performed evaluation and rating of model outputs via iterative feedback • Wrote and maintained prompt/workflow specifications and generation guidelines • Coordinated with machine learning engineers to translate creative workflows into technical objectives • Supported dataset creation for generative AI system training

2025 - Present

Education

Work History