Dr. Erdem Gorgun

- Manage object detection projects by leading 4 engineers. - Develop Pyspark and Python scripts to test AI models for autonomous driving. - Implement KPIs to evaluate model performance and accuracy on large-scale datasets; contributed to an accuracy improvement of up to 50% in OD models. - Utilize AWS services (S3, EC2, CodeCommit) for data storage and model deployment; manage tasks and documents with Jira and Confluence. - Organizing to sprint planning, daily standups, and CI with an agile mindset.

Train, validate and test models using data from camera. These models are used for object detection and classification of vehicles, pedestrians, traffic signs. Develop Python codes and SQL queries for data analysis. Develop ETL jobs for Apache Airflow. Work as a team member in scrum team with agile mindset. Have experience in cloud enviroment (Azure Devops) for code development, version controlling and project management with agile mindset.

• Led CFD projects and solved CFD problems in heat transfer, boiling, condensation, FSI, and turbulence. Simulated flow & thermal analyses of engine components, hydrofoil, and tire chord. Developed Java scripts for automation. • Led 3 engineers and 10+ projects, none over time or budget. Set weekly & long-term plans, responsibilities, and deadlines. Analyzed potential projects and prepared presentations on feasibility phase, managed purchasing activities, drove forward delivery of high-quality work.

CFD and thermal analysis/ correlation of brush, laby, cloth, and honeycomb seals in dry steam and air conditions. CFD analyses with a porous medium approach for sealing technologies. Two-phase condensation analyses for Dowthem-A fluid. Java scripts for Star-CCM +.

During my graduate education, I was responsible for problem-solving sessions, grading, and proctoring of exams. My TA courses were "Mechanical Analysis 1&2"​ and "Industrial Control"​.

Gas turbine full stage Conjugate Heat Transfer & CFD Analyses. Dynamic & Static test rig CFD analyses. Developing a mini ICE for military operations in rural zones.

Developed TCP/IP client-server model to provide a letter, voice, and image transfer between mobile phones and ABB IRB 2400 Industrial Robots. Employed: C#, Java

Ph.D. Thesis: Leakage Performance Prediction of Cloth Seal with Response Surface Design, Full Scholarship

M.Sc.Thesis: Porous Media Resistance Coefficients Prediction for Brush Seals with Taguchi Analysis, Full Scholarship

Graduation Project: ARM based microcontrollers were used to develop and encode real-time low level control algorithms for UAV Sabanci University(SU) Honour scholarship for academic excellence (tuition exemption for 5 years)