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Ameen Gamal

@ameengamal

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Data Scientist and Machine Learning Engineer delivering measurable results with ML, CV, and MLOps.

Egypt

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What I'm looking for

I’m looking for a Data Scientist/ML Engineer role where I can ship measurable ML solutions—ideally involving computer vision, forecasting, and streaming recommendations—while applying MLOps practices in Docker/Kubernetes and focusing on evaluation and explainability.

I’m a Data Scientist and Machine Learning Engineer who applies statistical and machine-learning models to real problems with measurable results. My work includes a published 96.18% F1 medical-imaging benchmark and an end-to-end Apache Spark (MLlib ALS) + Kafka streaming recommendation pipeline.

I build across the full ML lifecycle—from data preprocessing and modeling to evaluation, explainability, and containerized cloud deployment. During a Cloud Services internship at Orange Business, I gained hands-on exposure to Docker-based containerization and Kubernetes-based deployment concepts while working through MLOps practices.

I also enjoy pushing models and interfaces forward through research and product-style projects. I co-authored a Nature-inspired optimization study for diabetic retinopathy classification and contributed to a mobile VR, pose-guided rehabilitation system using webcam-based landmark tracking and low-latency streaming biofeedback.

Experience

Work history, roles, and key accomplishments

Cloud Services Intern

Orange Business

Jul 2025 - Aug 2025 (1 month)

Completed a cloud services internship covering cloud infrastructure fundamentals, MLOps practices, and Kubernetes-based deployment concepts. Containerized an application using Docker as part of the internship project work.

Cloud Infrastructure MLOps Kubernetes Docker Containerization

Education

Degrees, certifications, and relevant coursework

AMIT Learning

Machine Learning and AI Diploma, Machine Learning and AI

2023 -

Completed a Machine Learning and AI Diploma at AMIT Learning starting in 2023.

Zewail City of Science and Technology

Bachelor of Science, Data Science and Artificial Intelligence

2022 - 2026

Activities and societies: Relevant coursework includes: Machine Learning, Deep Learning, Computer Vision, NLP, Probability and Statistics, Algorithms, Linear Algebra, Data Structures, Database Systems, Information Retrieval.

Pursuing a B.Sc. with a major in Data Science and Artificial Intelligence, covering core topics in machine learning, deep learning, computer vision, NLP, probability and statistics, algorithms, linear algebra, and database systems.