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Mateusz Sałek

Mateusz Sałek

Data Quality & AI Training Specialist - EdTech

POLAND flag
Warsaw, Poland
$20.00/hrIntermediateClickworkerTolokaOther

Key Skills

Software

ClickworkerClickworker
TolokaToloka
Other
Internal/Proprietary Tooling

Top Subject Matter

No subject matter listed

Top Data Types

DocumentDocument
ImageImage
TextText

Top Label Types

Classification
Text Generation
Evaluation Rating
Translation Localization
Data Collection
Entity Ner Classification
Text Summarization

Freelancer Overview

I am a Data Quality and AI Training Specialist focused on enhancing Large Language Models (LLMs) and ensuring data integrity within complex ecosystems. My experience includes executing high-precision image and text annotation projects for international platforms with a consistent 98%+ accuracy rate. I specialize in semantic and sentiment analysis, evaluating LLM outputs for coherence, safety, and factual correctness, while managing workflows across platforms such as UHRS, Toloka, and uTest. Beyond general annotation, I have a professional background in auditing AI-powered speech-to-text transcriptions and managing high-volume CRM datasets in HubSpot and Creatio. My expertise in handling sensitive data and adhering to strict quality guidelines ensures the highest standards of information integrity. As a native Polish speaker with C1/C2 English proficiency, I bring specialized skills in semantic validation and cultural nuances to high-impact remote projects.

IntermediateEnglishPolish

Labeling Experience

LLM Response Evaluation & Speech-to-Text Auditing

Internal Proprietary ToolingAudioTranslation LocalizationRLHF
Auditing AI-generated transcriptions for pedagogical accuracy and evaluating model responses in a language-learning context. Focused on linguistic nuances and semantic correctness.

Auditing AI-generated transcriptions for pedagogical accuracy and evaluating model responses in a language-learning context. Focused on linguistic nuances and semantic correctness.

2025 - 2025

Multi-Channel Intent Classification & Text Summarization

Internal Proprietary ToolingTextClassificationQuestion Answering
Categorizing and summarizing high-volume customer inquiries to train intent recognition models and optimize automated CRM workflows.

Categorizing and summarizing high-volume customer inquiries to train intent recognition models and optimize automated CRM workflows.

2024 - 2025

Document Entity Extraction (NER) & PII Redaction for Compliance

Internal Proprietary ToolingDocumentEntity Ner ClassificationDiagnosis
High-precision annotation of sensitive medical documentation, focusing on Named Entity Recognition (NER) and verifying information integrity for legal compliance.

High-precision annotation of sensitive medical documentation, focusing on Named Entity Recognition (NER) and verifying information integrity for legal compliance.

2023 - 2024

Education

H

High School in Deblin, Lublin Voivodeship

High School Diploma, Bilingual Program: Natural Sciences & English

High School Diploma
2019 - 2023

Work History

T

Tutlo (Ed-Tech)

Customer Success | CRM Operations & Data Management

Warsaw
2025 - Present
S

Self-employed / Freelancer

Digital Services & AI Operations Specialist

Warsaw
2025 - Present