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Pola Tkaczyk

Pola Tkaczyk

AI trainer and data annotator

Poland flagPiła, Poland
$15.00/hrExpertAppenClickworkerCVAT

Key Skills

Software

AppenAppen
ClickworkerClickworker
CVATCVAT
Data Annotation TechData Annotation Tech
HiveMindHiveMind
OneFormaOneForma
RemotasksRemotasks
Scale AIScale AI
TolokaToloka
Don't disclose

Top Subject Matter

LLM evaluation in Polish
LLM evaluation in English
Prompt + Response Writing in Polish

Top Data Types

AudioAudio
TextText
VideoVideo

Top Task Types

Evaluation Rating
Prompt Response Writing SFT
Segmentation
Text Generation
Text Summarization

Freelancer Overview

I have over two years of hands-on experience in data labeling and AI training, with a strong focus on prompt engineering, linguistic evaluation, and dataset curation. As an AI Trainer, I’ve developed optimized prompts to improve model performance, rated and refined model outputs, and tested general knowledge to ensure accuracy and reliability. I’ve worked extensively with Polish and English, reviewing model responses for linguistic precision and rewriting outputs to maintain high data quality. My freelance experience has further deepened my understanding of diverse annotation tasks, including transcription, categorization, and evaluating conversational AI outputs.

ExpertFrenchPolishEnglishRussian

Labeling Experience

AI response evalation

Don T DiscloseTextEvaluation Rating
Worked on a project evaluating AI assistant responses within the client’s internal tooling environment. Assessed the accuracy, clarity, and functionality of answers—especially in relation to tool use (e.g., calendar, email, search). Ensured outputs aligned with task goals, system behavior, and user intent, while flagging inconsistencies and suggesting improvements to enhance real-world performance.

Worked on a project evaluating AI assistant responses within the client’s internal tooling environment. Assessed the accuracy, clarity, and functionality of answers—especially in relation to tool use (e.g., calendar, email, search). Ensured outputs aligned with task goals, system behavior, and user intent, while flagging inconsistencies and suggesting improvements to enhance real-world performance.

2024

Safety

Don T DiscloseTextRed Teaming
Worked on an AI safety project focused on evaluating responses from large language models based on predefined safety criteria. Tasks included identifying potentially harmful, biased, or inappropriate content, assessing the severity of issues, and providing clear justifications for each rating. The goal was to ensure model outputs aligned with ethical guidelines and user safety standards.

Worked on an AI safety project focused on evaluating responses from large language models based on predefined safety criteria. Tasks included identifying potentially harmful, biased, or inappropriate content, assessing the severity of issues, and providing clear justifications for each rating. The goal was to ensure model outputs aligned with ethical guidelines and user safety standards.

2024

AI Training

Don T DiscloseTextPrompt Response Writing SFT
Contributed to a prompt-based training project for large language models, creating high-quality prompts and ideal responses across various topics and formats. Focused on clarity, creativity, and instruction adherence to help improve model understanding, coherence, and output quality.

Contributed to a prompt-based training project for large language models, creating high-quality prompts and ideal responses across various topics and formats. Focused on clarity, creativity, and instruction adherence to help improve model understanding, coherence, and output quality.

2023 - 2024

Education

U

University of Gdańsk

Bachelor's Degree, Art Management

Bachelor's Degree
2017 - 2020

Work History

W

Współdzielnia Piła

Junior Project Manager

Piła
2020 - 2021