Kamil S.

Key Skills

Software

Other

Top Subject Matter

Analytics

performance evaluation

and coaching workflows

Top Data Types

Audio

Text

Document

Top Task Types

Translation/Localization

Transcription

Text Generation

Entity (NER) Classification

Freelancer Overview

Freelance Esports Analyst & Coach (AI integration & annotation) 01/2020 – 01/2026. Brings 8+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Arts, WSB Merito Wrocław and Microsoft Certified: Power BI Data Analyst Associate, Microsoft. AI-training focus includes data types such as Text and labeling workflows including Text Generation and Entity (NER) Classification.

Labeling Experience

Appen Transcription

AudioTranscription

Transcription and Labeling speaker audio to text with multiple interlocutors (1 to 3 minutes of audio)

2026 - Present

Freelance Esports Analyst & Coach (AI integration & annotation) 01/2020 – 01/2026

OtherTextText Generation

Provided AI-assisted analysis to generate structured esports content and support data-driven decisions based on observed digital trends. Worked with structured data outputs and maintained rigorous attention to detail during high-volume annotation and documentation tasks. Performed iterative review of generated insights to ensure objective evidence was separated from assumptions. • Used AI tools to analyze trends and produce structured written outputs • Annotated and translated observations into actionable performance metrics • Maintained zero-error tracking practices on client progress datasets • Delivered remote feedback loops to improve student performance by ~30%

2020 - 2026

Outlier

OtherAudioTranslation/Localization

Various transcription and translation audio tasks

2025 - 2025

Retail Store Assistant (structured auditing, labeling, and data categorization) 06/2019 – 01/2020

OtherTextEntity (NER) Classification

Performed structured auditing and data review by comparing physical-to-digital records to identify discrepancies in inventory-related data. Labeled and categorized complex incoming shipment information to streamline downstream workflows. Ensured financial and transactional entries were accurately recorded, verified, and filed according to compliance requirements. • Conducted weekly physical-to-digital discrepancy checks • Classified and labeled shipment records for organizational efficiency • Managed daily financial documentation and supplier invoices • Verified and filed transaction data to maintain dataset integrity

2019 - 2020

Education

Work History