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Farghaly User

@farghalyuser

Data Scientist trainee at Instant Software Solutions building a multi-modal restaurant quality predictor with CNN and tabular features.

Egypt

Message

What I'm looking for

I'm eager to apply my analytical and technical skills to solve real-world business problems as a Data Scientist or Machine Learning Engineer.

At Instant Software Solutions, I apply Python and data science techniques through practical training tasks and projects, including data preprocessing, exploratory analysis, and machine learning workflows.

I built a multi-modal restaurant quality predictor that combines restaurant data, text reviews, and images. I compared five deep learning models, including a custom ensemble of CNN and tabular features, and used MobileNetV2 and a Transformer in the project.

I'm also developing AutoData AI, an automated data preparation system for tabular datasets. My projects include an online learning recommendation system and an interactive FIFA World Cup 2026 analytics dashboard.

Experience

Work history, roles, and key accomplishments

Current

AI & Data Science Trainee

Current

Instant Software Solutions

Jan 2026 - Present (9 months)

Applied Python and data science techniques through practical training tasks and projects. Practiced data preprocessing, exploratory data analysis, and machine learning workflows.

Python data preprocessing Exploratory Data Analysis Machine Learning

Machine Learning Trainee / Intern

FlyRank

Completed a Machine Learning traineeship at FlyRank, gaining hands-on experience applying machine learning techniques to real-world tasks.

Machine Learning

AI Trainee

Huawei ICT Academy

Participated in AI training activities covering artificial intelligence concepts and practical applications. Developed foundational knowledge of AI techniques through structured learning activities.