Ramy Chalaby

Key Skills

Software

Mercor

SuperAnnotate

Top Subject Matter

AI Model Output Evaluation; RLHF

Medical Technology & Healthcare, Game Design and Development, Mathematics

Software Engineering, Algorithms

Top Data Types

Text

Top Task Types

RLHF

Freelancer Overview

AI Trainer / RLHF Contractor. Brings 17+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Mercor. Education includes Bachelor of Science, California State Polytechnic University, Pomona. AI-training focus includes RLHF, specifically Phase 2.

Labeling Experience

AI Trainer / RLHF Contractor

MercorTextRLHF

As an AI Trainer and RLHF contractor, I performed reinforcement learning from human feedback tasks, evaluating and ranking model responses. My work focused on model output evaluation, logic correction, and providing alternatives to enhance model intelligence. This contributed to fine-tuning large language models for improved accuracy. • Evaluated multiple model responses for strengths and weaknesses • Ranked and rated text outputs using RLHF methodologies • Identified and corrected logical and code errors in AI responses • Enhanced overall model reliability through targeted training feedback

As an AI Trainer and RLHF contractor, I performed reinforcement learning from human feedback tasks, evaluating and ranking model responses. My work focused on model output evaluation, logic correction, and providing alternatives to enhance model intelligence. This contributed to fine-tuning large language models for improved accuracy. • Evaluated multiple model responses for strengths and weaknesses • Ranked and rated text outputs using RLHF methodologies • Identified and corrected logical and code errors in AI responses • Enhanced overall model reliability through targeted training feedback

2026 - Present

Education

Work History