Amr Ibrahim

As a Data Scientist at Nutrition House, I reorganized over 500 Shopify product listings to improve operational efficiency and enhance product navigation. I developed key business KPIs for inventory optimization and provided data-driven recommendations based on historical sales data. Additionally, I initiated the revamp of the online store to support an AI-driven recommendation system.

Developed fundamental machine learning algorithms from scratch, including linear regression and logistic regression, while working on advanced algorithms. This project deepened my understanding of core ML principles and enhanced my optimization skills.

As a Graduate Student Services Assistant at Stony Brook University, I automated monthly phone log activities and created visualizations using Excel, reducing manual reporting time by over 95%. I also provided guidance to students and staff, showcasing strong problem-solving and communication skills.

During my internship at Hackensack Meridian Health, I developed a Lab Results Summarization Tool using SQL BigQuery and Vertex AI. This tool automated the generation of physician reports, significantly enhancing clinical decision-making and potentially reducing workload for over 400 primary care physicians.

Led a research project comparing GPT-4 and OpenAI-o1 on complex problems, creating a dataset of advanced problems and integrating APIs for performance evaluation. Designed frameworks for statistical analysis, establishing benchmarks for future AI research.

Contributed to a project on imbalanced classification techniques for stroke risk prediction, engineering a predictive model that improved sensitivity by 10%. Optimized data preprocessing and feature selection, demonstrating proficiency in real-world data challenges.

Pursuing a Master of Science in Data Science, focusing on advanced data analysis techniques, machine learning, and data visualization to solve complex problems.

Completed a Master of Science in Biomedical Engineering, specializing in the application of engineering principles to the medical field, focusing on biomechanics and biomaterials.

Earned a Bachelor of Engineering in Biomedical Engineering with a specialization in Biomechanics and Biomaterials, along with a double major in Applied Mathematics & Statistics.