• Orchestrated workflows to run pricing optimization at scale across up to 50k product?site combinations.
• Owned end-to-end implementation of pricing optimization runs.
• Communicated with non-technical stakeholders, and incorporated requirements into analytical workflows.
• Mentored junior data scientists, reviewing code and providing guidance on statistical modeling, reproducibility, and analytical best practices.

2016 - 2021: Carried out statistical modeling

Role: Assistant Professor, Linguistics

Customer: Bo?gaziçi University, Istanbul

Tasks:

• Carried out statistical modeling of dependency resolution processes in reading
• Taught research methods and statistics courses
• Conducted research on eye movements during reading
• Managed an eye-tracking laboratory
• Supervised the research of a number of students

2015 - 2021: various Projects

Role: Data Scientist

Tasks:

• Implemented machine learning solutions that helped clients to make sense of data and to automatize forecasting processes.
• Diverse list of clients from various industries, including consumer goods (Procter & Gamble), real estate (ImmoScout24), and energy (Utilifeed).
• Projects with a wide range of objectives:
  • Sales forecasting with multilevel models
  • Energy consumption forecasting using quantile gradient boosting
  • Key customer group identification
  • Churn prediction using survival random forests
  • Discrete optimization using genetic algorithms
  • Statistical consulting

2008 - 2015: Research on mathematical models of cognition