I am a fashion-focused Data Annotator with expertise in labeling and curating datasets for computer vision and AI models within the fashion industry. I am skilled in analyzing apparel, accessories, and textile data to ensure accuracy in style categorization, trend tagging, and product classification. I have experience bridging fashion knowledge with data annotation techniques to deliver high-quality datasets that enhance fashion AI applications and e-commerce platforms. I have contributed to research projects involving fashion data analysis and product classification and worked closely with AI engineers and product teams to improve the usability of annotated fashion datasets. I am passionate about refining workflows for efficiency and quality and enjoy collaborating internationally to ensure cultural appropriateness in fashion datasets.

Angelica Villaruz

I am a fashion-focused Data Annotator with expertise in labeling and curating datasets for computer vision and AI models within the fashion industry. I am skilled in analyzing apparel, accessories, and textile data to ensure accuracy in style categorization, trend tagging, and product classification. I have experience bridging fashion knowledge with data annotation techniques to deliver high-quality datasets that enhance fashion AI applications and e-commerce platforms. I have contributed to research projects involving fashion data analysis and product classification and worked closely with AI engineers and product teams to improve the usability of annotated fashion datasets. I am passionate about refining workflows for efficiency and quality and enjoy collaborating internationally to ensure cultural appropriateness in fashion datasets.

Available to hire

I am a fashion-focused Data Annotator with expertise in labeling and curating datasets for computer vision and AI models within the fashion industry. I am skilled in analyzing apparel, accessories, and textile data to ensure accuracy in style categorization, trend tagging, and product classification. I have experience bridging fashion knowledge with data annotation techniques to deliver high-quality datasets that enhance fashion AI applications and e-commerce platforms.

I have contributed to research projects involving fashion data analysis and product classification and worked closely with AI engineers and product teams to improve the usability of annotated fashion datasets. I am passionate about refining workflows for efficiency and quality and enjoy collaborating internationally to ensure cultural appropriateness in fashion datasets.

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Language

English
Fluent
Spanish; Castilian
Fluent

Work Experience

Senior Fashion Data Annotator at TransPerfect
March 1, 2023 - Present
Led annotation projects for fashion-related datasets, categorizing clothing, footwear, and accessories across global brands. Developed standardized fashion taxonomies and terminology databases to support AI-driven e-commerce search and recommendation engines. Conducted quality assurance checks on annotated datasets to ensure consistency and compliance with brand requirements. Collaborated with AI engineers and product teams to improve the usability of annotated fashion datasets. Designed annotation guidelines that boosted efficiency and accuracy in large-scale projects.
Fashion Data Annotator
February 28, 2023 - September 3, 2025
Annotated large-scale fashion datasets, labeling garments, fabrics, prints, and accessories for AI/ML training. Performed QA checks on annotated data for accuracy and dataset consistency. Ensured annotations aligned with global fashion retail categories and product taxonomy. Collaborated with international teams to ensure cultural appropriateness of annotated fashion datasets.
Research Assistant at University of Melbourne
May 1, 2020 - September 3, 2025
Assisted in research projects involving fashion data analysis and product classification. Collected and analyzed datasets for academic studies on AI in fashion. Contributed to research on clarity and usability of digital product catalogs. Developed frameworks for garment and accessory annotation in academic projects.

Education

Master of Science in Fashion and Data Analytics at University of Melbourne
September 1, 2016 - July 1, 2018
Bachelor’s Degree in Fashion Design and Technology at RMIT University
September 1, 2012 - July 1, 2015

Qualifications

Certification in Data Annotation / AI Tools
January 1, 2020 - September 3, 2025
Fashion Trend Analysis & Digital Fashion Marketing
January 1, 2019 - September 3, 2025

Industry Experience

Retail, Software & Internet, Education, Professional Services, Other

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