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M

Mina Atef

Researceher

JAPAN flag
Kobe, Japan
$20.00/hrExpert

Key Skills

Software

No software listed

Top Subject Matter

LLMs in education and automated grading
LLMs in agriculture (text evaluation and validation)

Top Data Types

TextText
ImageImage

Top Task Types

Fine Tuning
Classification
Entity Ner Classification
Question Answering
Text Summarization
Text Generation

Freelancer Overview

Research Assistant - Nile University. Brings 9+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Doctor of Philosophy, University of Hyogo (2029) and Master of Science, Nile University (2025). AI-training focus includes data types such as Computer Code, Programming, and Text and labeling workflows including Fine-tuning, Evaluation, and Rating.

ExpertEnglish

Labeling Experience

Senior LLMs Engineer - VAIS Company

Text
Conducted validation and output checking on large language models applied to agricultural tasks. Developed frameworks to assess the quality and accuracy of LLM-generated content. Performed thorough evaluation and rating of AI-generated text output. • Employed prompt engineering and model testing methods. • Analyzed agricultural data for LLM application validation. • Built robust evaluation workflows for LLM outputs. • Collaborated on research focused on LLM effectiveness for agriculture.

Conducted validation and output checking on large language models applied to agricultural tasks. Developed frameworks to assess the quality and accuracy of LLM-generated content. Performed thorough evaluation and rating of AI-generated text output. • Employed prompt engineering and model testing methods. • Analyzed agricultural data for LLM application validation. • Built robust evaluation workflows for LLM outputs. • Collaborated on research focused on LLM effectiveness for agriculture.

2025 - 2025

Research Assistant - Nile University

Fine Tuning
Conducted fine-tuning and optimization of large language models for educational programming tasks. Developed grading pipelines integrating fine-tuned models with proprietary solutions. Enhanced LLM scalability and effectiveness with knowledge graphs. • Designed prompt engineering strategies to improve model outputs. • Evaluated and rated assignment evaluation models. • Managed computational resources to support data labeling experiments. • Collaborated on LLM research centered on automated code assessment.

Conducted fine-tuning and optimization of large language models for educational programming tasks. Developed grading pipelines integrating fine-tuned models with proprietary solutions. Enhanced LLM scalability and effectiveness with knowledge graphs. • Designed prompt engineering strategies to improve model outputs. • Evaluated and rated assignment evaluation models. • Managed computational resources to support data labeling experiments. • Collaborated on LLM research centered on automated code assessment.

2024 - 2025

Education

N

Nile University

Master of Science, Informatics

Master of Science
2023 - 2025
R

RIKEN International HPC Summer School

Certificate, High-Performance Computing

Certificate
2024 - 2024

Work History

I

Intelligent Media Lab

Research Student

Kobe
2025 - Present
A

Accsight Company

Vulnerability Management and Patching Specialist

Cairo
2022 - Present