Open to opportunities

Mohamed Ashry

@mohamedashry1

Message

I build data pipelines and machine learning models for banking decisions.

Egypt

Message

What I'm looking for

I'm seeking data science, data analyst, or machine learning roles where I can apply Python, SQL, data cleaning, feature engineering, and machine learning to real-world datasets.

At Banque Misr, I built a Polars pipeline for multi-million-row banking transaction data and developed anomaly features for fraud and data-entry investigation. I also trained loan approval models and segmented marketing customers using K-Means and PCA.

I'm a Computer Science undergraduate majoring in Data Analytics, with projects spanning inventory systems, job-search applications, and network optimization. I use Python, SQL, and machine learning to clean data, engineer useful features, and communicate results.

Experience

Work history, roles, and key accomplishments

Data Science Intern

Banque Misr

Jun 2025 - Aug 2025 (2 months)

Built an end-to-end data quality pipeline in Polars on a multi-million-row synthetic banking transactions dataset, converting CSV to Parquet and handling nulls, duplicates, and outliers. Engineered anomaly features and trained supervised and unsupervised ML models for loan approval prediction and customer segmentation.