Ismail Ait Ahmed

Key Skills

Software

Remotasks

Appen

Clickworker

OneForma

Scale AI

Toloka

Telus

Top Subject Matter

Mathematics Domain Expertise

Computer Programming

Coding Logic

Top Data Types

Text

Computer Code Programming

Video

Top Task Types

RLHF

Classification

Text Generation

Question Answering

Fine-tuning

Text Summarization

Transcription

Data Collection

Computer Programming/Coding

Object Detection

Bounding Box

Freelancer Overview

Freelance AI Data Evaluator & Developer. Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Remotasks. Education includes Master of Science, University of Sultan Moulay Slimane (2019) and Bachelor of Science, Multidisciplinary University (2016). AI-training focus includes data types such as Text and labeling workflows including RLHF.

Labeling Experience

Freelance AI Data Evaluator & Developer

RemotasksTextRLHF

As a Freelance AI Data Evaluator & Developer, I participated in evaluating and training Large Language Models using RLHF methodologies. I assessed mathematical reasoning, algorithm generation, and coding logic outputs from AI systems. My duties included writing rigorous solutions and identifying logical issues to enhance AI quality. • Evaluated AI-generated mathematical and code responses for accuracy and logic • Authored step-by-step ground truth solutions in Python and LATEX • Reviewed, flagged, and corrected logical errors and hallucinations in AI outputs • Used Remotasks and internal tools for annotation and evaluation

As a Freelance AI Data Evaluator & Developer, I participated in evaluating and training Large Language Models using RLHF methodologies. I assessed mathematical reasoning, algorithm generation, and coding logic outputs from AI systems. My duties included writing rigorous solutions and identifying logical issues to enhance AI quality. • Evaluated AI-generated mathematical and code responses for accuracy and logic • Authored step-by-step ground truth solutions in Python and LATEX • Reviewed, flagged, and corrected logical errors and hallucinations in AI outputs • Used Remotasks and internal tools for annotation and evaluation

2023 - Present

Education

Work History