AE

Ahmed Elsayed

Data Scientist | Fraud Detection & Churn Prediction | ML & Predictive Modeling | MS Data Science

Macca
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2

Companies

20

Skills

5

Highlights

About

3 years in data science, with an MS in Data Science and a background in mathematics. Built fraud detection models at FlueroGen that cut fraudulent charges by 50%, and customer retention models that increased retention by 20%. Experience spans machine learning, predictive modeling, and product recommendation systems.

Key Highlights

  • Reduced fraudulent charges by 50% at FlueroGen by building fraud detection models.
  • Increased customer retention by 20% at FlueroGen through churn prediction modeling.
  • Improved product recommendations at FlueroGen, contributing to increased platform sales.
  • Increased click-through rates at Pantheros Labs through A/B testing collaboration.
  • Supported pricing and business decisions through customer behavior analysis and market trend reporting.

Skills

PythonSQLMachine LearningStatistical TestingData CleaningData PreprocessingFeature EngineeringPredictive ModelingA/B TestingHypothesis TestingChurn PredictionCustomer SegmentationFraud DetectionAnomaly DetectionClassification ModelsRecommendation SystemsCollaborative FilteringScikit-learnPandasNumPy

Experience

Data Scientist

FlueroGen

20XX – 20XX

  • Built a customer churn prediction model using classification techniques, increasing customer retention by 20%.
  • Developed a fraud detection system that flagged suspicious transactions, reducing fraudulent charges by 50%.

Junior Data Scientist

Pantheros Labs

20XX – 20XX

  • Cleaned and prepared structured datasets to build reliable training data for machine learning pipelines.
  • Ran hypothesis tests and significance analysis to support data-driven decisions across internal projects.

Education

Jasper University

MS Data Science

20XX

Bellows College

BS Mathematics

20XX

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