Volkan Çığşar

Key Skills

Software

Appen

Labelbox

Telus

OneForma

Scale AI

Top Subject Matter

Turkish Language and Culture

AI Training, Data Annotation, Transcription

Telecommunications Solutions

Top Data Types

Text

Document

Top Task Types

Text Generation

Bounding Box

Question Answering

Prompt + Response Writing (SFT)

Data Collection

Classification

RLHF

Red Teaming

Transcription

Freelancer Overview

AI Trainer (Freelance, Data Annotation & LLM Training). Brings 33+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Appen. Education includes Bachelor of Science, Middle East Technical University (1994). AI-training focus includes data types such as Text and labeling workflows including Text Generation.

Labeling Experience

Multilingual AI Trainer

AudioTranscription

Working on Audio Annotation & Transcribing projects on Multimango.com platform via Outlier.

Working on Audio Annotation & Transcribing projects on Multimango.com platform via Outlier.

2026 - Present

AI Trainer (Generalist) specialized in Turkish culture

TextEvaluation Rating

A large scale project with special focus on evaluating AI generated responses (SxS Response evaluation) that are relared with Turkey and Turkish culture, art, history, life sciences, social sciences that intersect with Turkish culture.

A large scale project with special focus on evaluating AI generated responses (SxS Response evaluation) that are relared with Turkey and Turkish culture, art, history, life sciences, social sciences that intersect with Turkish culture.

2024 - Present

AI Trainer (Freelance, Data Annotation & LLM Training)

AppenTextText Generation

As a freelance contributor, I participated in AI and LLM training projects focused on Turkish language and culture. I worked with annotation companies such as Outlier, Appen, and Crowdgen on projects requiring understanding of Turkish (tr_TR) locale linguistic nuances. My work included both general language modeling and specialized cultural context annotation in large language model datasets. • Labeled and generated Turkish text data for LLM fine-tuning and evaluation. • Contributed to cultural context annotation for improved LLM localization. • Performed detailed review and correction of AI-generated outputs in Turkish. • Ensured data quality and compliance with project requirements.

As a freelance contributor, I participated in AI and LLM training projects focused on Turkish language and culture. I worked with annotation companies such as Outlier, Appen, and Crowdgen on projects requiring understanding of Turkish (tr_TR) locale linguistic nuances. My work included both general language modeling and specialized cultural context annotation in large language model datasets. • Labeled and generated Turkish text data for LLM fine-tuning and evaluation. • Contributed to cultural context annotation for improved LLM localization. • Performed detailed review and correction of AI-generated outputs in Turkish. • Ensured data quality and compliance with project requirements.

2022 - Present

Education

Work History