Georgia Institute of Technology, Atlanta, GA
Bilkent University, Ankara, Turkey
Bilkent University, Ankara, Turkey
UPS, Atlanta, GA
Network Digital Twin
Spearheaded the expansion of a sophisticated data pipeline utilizing Python, Google Cloud (Cloud Storage, Bigquery), and PostgreSQL to facilitate analysis
Led a comprehensive missort analysis (i.e., comparing planned versus actual package paths) by leveraging historical data to understand where and where missorts happen and the impact of missorts on on-time deliveries and distance traveled
NVIDIA CuOpt vs. In-House Development
Developed and analyzed datasets, comparing the performance and functionalities of NVIDIA CuOpt and in-house solutions using Python and SQL, driving informed decision-making.
Network Simulation
Designed and implemented a middle mile network simulation, orchestrating multiple network components (sorts, trailers, tractors) using the Simpy library in Python
Adapting the simulation to assess the impacts of containerization on the US domestic ground network, providing critical insights for operational enhancements
TCS Twinx Network Simulation
Collaborated with TCS to develop a cutting-edge digital twin for the US domestic ground network, focusing on middle mile operations, created datasets populating the network simulation with large-scale data wrangling
Mentored and lead an intern to test and validate the developed model to ensure its accuracy and reliability
Containerization of US Domestic Operations
Executed an in-depth container packing analysis using 3D bin packing techniques to optimize space utilization.
Conducted network-level and lane-level analyses, providing detailed insights into container packing efficiencies.
Delivered data-driven container packing analysis for specific lanes and days, identifying opportunities to reduce loose packages and optimize load planning.
Smart Charging:
Contributed and led the smart charging algorithm and model development for EV transformation on first/last mile routes.
Conducted thorough routing analysis and EV-to-route assignment to evaluate historical and expected route mileage, and charging requirements, and recommend suitable EVs for each route.
Developed advanced smart charging optimization algorithms, ensuring optimal charging schedules under limited power availability and shared charger constraints
Partnered with vendors to pilot their smart charging solution, validating its effectiveness in real-world scenarios
Children's Healthcare of Atlanta, Atlanta, GA
Projecting CICU Unit-Acuity Using Predictive Models to Assist Staff Planning and Scheduling
Aselsan, Ankara, Turkey
A platform for the orientation of new employees is designed and implemented to ease the adaptation of new recruits to the company and facilitates necessary training assignments and evaluations.
Georgia Institute of Technology, Atlanta, GA
Production Planning and Control (Graduate level) (Spring 2020, Spring 2021, Spring 2022)
Supply Chain Modeling: Logistics (Undergraduate level) (Spring 2019)
Probability with Applications (Undergraduate level) (Fall 2018, Summer 2019)
Bilkent University, Ankara, Turkey
Production Planning (Fall 2016, Spring 2017, Fall 2017, Spring 2018)
Bilkent University, Ankara, Turkey
Introduction to Modeling and Optimization (Undergraduate level)