Melike Ermis Email & Phone Number

Seoul, Kr

• Providing hands-on guidance and support to online students, offering insightful feedback on their projects in machine learning and computer engineering.• Mentoring students to help them navigate challenges and make meaningful progress in their chosen fields, leveraging my expertise in machine learning and computer vision.

Seoul, South Korea

• Developed and implemented machine learning algorithms for in-cabin monitoring systems using cutting-edge computer vision technologies• Implemented Docker-based automation for seamless integration of in-cabin monitoring system components, optimizing development workflows and ensuring consistent deployment across different environments.• Currently leading efforts to make the in-cabin monitoring system deployable on edge devices, involving model conversion and integration on a system using multithreading for enhanced performance.• Collaborating closely with cross-functional teams to integrate system logic, ensuring a seamless and efficient end-to-end solution

• Implemented an object detection algorithm into robotic kitchen system to automate repetitive processes in the food industry. The algorithm accurately detected objects in the field of view, improving the efficiency of the system• Integrated stereo vision cameras with robotic kitchen system, allowing for object tracking and seamless functioning of the system• Utilized AWS services to design and configure systems for the deployment and maintenance of machine learning applications

Master'S Degree, Electrical And Computer Engineering

• Explored research interests in Reinforcement Learning and Optimization, focusing on the application of optimization techniques.

Bachelor'S Degree, Computer Engineering

Korean Language Program

Exchange Program