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Ömer Faruk Söylemez

Ömer Faruk Söylemez

AI Training Specialist & RLHF Analyst

Turkey flagIstanbul, Turkey
Intermediate

Key Skills

Software

No software listed

Top Subject Matter

Large Language Models (LLMs)
Natural Language Processing
Logic & Reasoning

Top Data Types

TextText
Computer Code ProgrammingComputer Code Programming

Top Task Types

RLHFRLHF

Freelancer Overview

AI Training Specialist & RLHF Analyst. Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Arts, Boğaziçi University (2029). AI-training focus includes data types such as Text and labeling workflows including RLHF.

Intermediate

Labeling Experience

AI Training Specialist & RLHF Analyst

TextRLHF
As an AI Training Specialist & RLHF Analyst at xAI, I conducted RLHF to optimize Large Language Models, ensuring high accuracy in instruction following. I specialized in verifying multi-step logic puzzles and arithmetic chains, applying Chain-of-Thought methodologies and code literacy checks. The work involved fact-checking, code review, and logic evaluation of LLM outputs for quality control. • Optimized LLMs' instruction following using RLHF iterative cycles. • Evaluated code snippets and web content for factual accuracy and logic flow. • Applied structured reasoning workflows, using Excel for AI-generated calculation verification. • Conducted real-time web retrieval assessments tailored to domain-specific queries.

As an AI Training Specialist & RLHF Analyst at xAI, I conducted RLHF to optimize Large Language Models, ensuring high accuracy in instruction following. I specialized in verifying multi-step logic puzzles and arithmetic chains, applying Chain-of-Thought methodologies and code literacy checks. The work involved fact-checking, code review, and logic evaluation of LLM outputs for quality control. • Optimized LLMs' instruction following using RLHF iterative cycles. • Evaluated code snippets and web content for factual accuracy and logic flow. • Applied structured reasoning workflows, using Excel for AI-generated calculation verification. • Conducted real-time web retrieval assessments tailored to domain-specific queries.

2025 - Present

AI Training Generalist & RLHF Analyst

TextRLHF
As an AI Training Generalist & RLHF Analyst at Outlier, I led tasks optimizing LLMs using RLHF to refine their instruction-following capacities. Responsibilities included logic and reasoning validation, multi-step workflow assessment, and code literacy evaluation. Fact-checking real-time web content for domain relevance was an essential aspect of quality assurance. • Conducted iterative LLM performance improvements through RLHF cycles. • Verified multi-step logic chains and arithmetic puzzles for reasoning accuracy. • Reviewed and debugged AI-generated code for correctness and functionality. • Handled domain-specific fact-checking with structured analytic methods.

As an AI Training Generalist & RLHF Analyst at Outlier, I led tasks optimizing LLMs using RLHF to refine their instruction-following capacities. Responsibilities included logic and reasoning validation, multi-step workflow assessment, and code literacy evaluation. Fact-checking real-time web content for domain relevance was an essential aspect of quality assurance. • Conducted iterative LLM performance improvements through RLHF cycles. • Verified multi-step logic chains and arithmetic puzzles for reasoning accuracy. • Reviewed and debugged AI-generated code for correctness and functionality. • Handled domain-specific fact-checking with structured analytic methods.

2025 - 2025

Education

B

Boğaziçi University

Bachelor of Arts, History

Bachelor of Arts
2024 - 2029

Work History

B

Boğaziçi University Debate Society

Accountant & Mentor

Istanbul
2024 - 2025