Teaching
Guest Lecturer — Georgia Institute of Technology
- High-dimensional Data Analytics (3 sessions), Spring 2025
Developed and delivered a new module on federated learning for data-rich environments, emphasizing applications to healthcare and organizational analytics. - Statistical Methods (3 sessions), Spring 2025
Taught key concepts in hypothesis testing, ANOVA, and statistical modeling; incorporated coding exercises and applied case studies from real-world examples.
Guest Lecturer — University of Florida
- High-Dimensional Data Analytics (5 sessions), Spring 2024
Taught advanced methods for modeling complex data and connected them to real-world challenges. - Industrial Quality Control (multiple sessions), Fall 2023–2024
Covered methods for monitoring and improving system performance and highlighted managerial applications in quality and reliability analytics.
Graduate Teaching Assistant — University of Florida
- Advanced Quality Management and Engineering for Business Processes, Fall 2022
Supported instruction in process improvement and data-driven management. - Applied Probability Methods in Engineering, Fall 2021
Reviewed fundamental probability and statistics concepts to reinforce students’ understanding of uncertainty and quantitative analysis.
Graduate Teaching Assistant — Boğaziçi University
- Statistical Forecasting & Time Series (multiple terms), 2020–2021
Assisted in teaching predictive modeling for demand forecasting and business and renewable energy applications. - Supply Chain Management, Spring 2021
Supported instruction on logistics, inventory management, and operational decision-making. - Stochastic Models in Operations Research, Fall 2020
Led tutorials on probabilistic modeling of complex systems. - Overview and Orientation to Industrial Engineering, Spring 2020
Assisted in introducing students to systems thinking and analytical problem-solving.
Undergraduate Student Assistant — Boğaziçi University
- Systems Simulation, Spring 2018
Assisted with grading; also led one tutorial session on simulation modeling for operations and business systems. - Operations Research, Fall 2016
Supported course delivery through grading assignments.