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Mahmoud Osama

@mahmoudosama1

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Junior data scientist and economics graduate skilled in ML, NLP, and data analysis.

Egypt

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What I'm looking for

I am seeking a junior data science or data analyst role where I can apply ML/NLP skills, contribute to impactful projects, and grow with mentorship.

I am a junior data scientist and economics graduate with a strong foundation in statistics, applied machine learning, and hands-on project experience across healthcare and resume–job matching.

I have built end-to-end ML pipelines using Python, scikit-learn, PyTorch, TensorFlow, and Hugging Face Transformers, delivering models such as a BERT-based resume–job matcher, a KNN heart disease predictor (90% accuracy), and a Random Forest regressor with R² = 0.87 for equipment price prediction.

I bring rigorous data cleaning, feature engineering, model comparison, and reproducible documentation practices, and I am seeking a junior data science or data analyst role where I can apply data-driven insights to real-world problems.

Experience

Work history, roles, and key accomplishments

Junior Data Scientist

MahmoudOsama

Economics graduate with applied machine learning experience; built NLP resume–job matching and predictive models (heart disease, bulldozer prices) achieving up to 90% classification accuracy and R²=0.87 for regression.

Python SQL PyTorch scikit learn Pandas Model Evaluation

Education

Degrees, certifications, and relevant coursework

Cairo University

Bachelor of Economics, Economics

Grade: 3.69/4.0

Activities and societies: Conducted applied research with World Bank and economic indicators; applied regression and ML models to predict economic variables and analyze trends.

Bachelor of Economics with a minor in Statistics, completed coursework and applied research using large economic datasets and machine learning to analyze and predict economic variables.