Emre Arslan Email & Phone Number

Istanbul, Turkey

Istanbul, Türkiye

• Worked on incentive compensation management using Oracle ICM.
• Manipulated data using Python and libraries such as NumPy and Pandas.
• Adopted Scrum methodology in an agile environment using Azure DevOps.
• Trained the Ford Otosan Romania on data science and machine learning.
• Analyzed the customer data, mathematical formulas and instructions in incentive plans.
• Collaborated with business units, data engineers, middleware specialists, product manager and chapter lead to optimize performance management processes of Ford Dealer Network.

İstanbul, Türkiye

• Worked on real-time data streaming using Apache Kafka, handled database operations on Microsoft SQL Server via SQLAlchemy, took part in designing a recommender system, generated OKR data, adopted Scrum methodology on.
• Led research on forecasting energy consumption using XGBoost, Random Forest and Support Vector Machines models, explained the models with Shapley Additive Explanations using Scikit-Learn and SHAP. Study was presented.
• Conducted research to discover the synergy between basketball players using Apriori algorithm and association rules and interpreted results based on metrics such as support, confidence, lift and conviction using MLxtend.
• Wrote project-related reports to Scientific and Technological Research Council of Turkey (TÜBİTAK).
• Created Python and machine learning course content and gave training for Diageo, world’s leading alcoholic beverages company, and Ford.

• Predicted the financial statements and futures price using AutoARIMA, Facebook Prophet, NBEATS and NHITS models.
• Backtested the financial strategies on historical options data.
• Handled outliers through winsorization, manipulated data and applied feature engineering utilizing the Black-Scholes Model.
• Optimized portfolios based on statistical risk measures with Riskfolio-Lib.

İstanbul, Türkiye

• Founded the Data Science and Artificial Intelligence Club at Marmara University.
• Recruited over 70 people to the community, organized workshops and educational events.
• Provided the members with educational materials to enhance learning.

İstanbul, Türkiye

• Taught machine learning fundamentals to 5th and 6th grade students.
• Guided students in building simple circuits using sensors on Arduino Uno and programming microcontrollers via the mBlock visual coding platform.

İstanbul, Türkiye

• Provided technical support for hardware/network issues and configured new systems.
• Resolved connectivity problems, including internet and WiFi.

Bachelor'S Degree, Computer Education And Instructional Technologies, Gpa: 3.43/4.00

High School Diploma, Information Technologies/Database Programming, Gpa: 81.07/100