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Desi Gergova

AI Training & Dataset Development Specialist

BULGARIA flag
Sofia, Bulgaria
$21.00/hrIntermediateLabelboxInternal Proprietary Tooling

Key Skills

Software

LabelboxLabelbox
Internal/Proprietary Tooling

Top Subject Matter

Business Analysis & Startups
Technology & Digital Products
Bulgarian and English Linguistics

Top Data Types

ImageImage
AudioAudio
TextText

Top Task Types

Data Collection
Object Detection
Classification
Evaluation Rating

Freelancer Overview

I have over 5 years of experience working on Machine Learning and AI training projects, where I contributed to the creation, structuring, and analysis of datasets used to train intelligent systems. My work has included business model analysis of global companies and startups, transforming complex business processes and product information into structured datasets suitable for machine learning environments. I also have 2 years of hands-on experience in AI annotation in both English and Bulgarian, performing tasks that require contextual understanding, language precision, and strict adherence to guidelines. In addition, I bring 10+ years of experience in data management, data mining, and web research, which has strengthened my ability to work with large datasets with high accuracy and consistency. My background in copywriting, content analysis, and multilingual work further supports my ability to interpret nuanced language across different domains such as technology, business, beauty, fashion, healthcare, automotive, and travel. This combination of analytical thinking, linguistic expertise, and structured data handling allows me to contribute effectively to high-quality AI training data workflows.

IntermediateBulgarianEnglish

Labeling Experience

AI Training & Dataset Development Specialist

TextData Collection
Designed and developed structured textual datasets for use in training AI and machine learning algorithms. Created high-quality linguistic input and data models to enhance artificial intelligence development, with specific focus on Bulgarian language and business process automation. Applied advanced analytical skills to ensure data usability and improve learning accuracy of AI systems. • Structured, annotated, and cleaned diverse text datasets for multiple domains • Translated complex business processes into usable training data • Produced linguistic inputs for machine learning, focusing on Bulgarian and English • Maintained attention to detail to optimize data quality and model performance

Designed and developed structured textual datasets for use in training AI and machine learning algorithms. Created high-quality linguistic input and data models to enhance artificial intelligence development, with specific focus on Bulgarian language and business process automation. Applied advanced analytical skills to ensure data usability and improve learning accuracy of AI systems. • Structured, annotated, and cleaned diverse text datasets for multiple domains • Translated complex business processes into usable training data • Produced linguistic inputs for machine learning, focusing on Bulgarian and English • Maintained attention to detail to optimize data quality and model performance

2017 - Present

Education

U

UNWE

Master of Science, Entrepreneurship and Business Management

Master of Science
2016 - 2018
U

UNWE

Bachelor of Science, Entrepreneurship

Bachelor of Science
2012 - 2016

Work History

N

N/A

Copywriter

Sofia
2011 - Present
N

N/A

Data Mining & Web Research Specialist

Sofia
2016 - 2023