Umut Zengin
Bringing Your Imagination To Life.
Education
Master of Science in Electrical and Computer Engineering - Georgia Institute of Technology
Aug. 2024 – May 2026
Atlanta, GA
GPA:
4.00/4.00
Bachelor of Science in Computer Engineering (Double Major) - Koc University
Jan. 2022 – Jun. 2024
Istanbul, Turkey
Bachelor of Science in Electrical and Electronics Engineering - Koc University
Aug. 2019 – Feb. 2024
Istanbul, Turkey
GPA:
3.77/4.00
Professional Experience
Software Engineer, Koc University
Mar. 2024 – Jul. 2024
Istanbul, Turkey
Developed a graphical user interface (GUI) for multiple embedded devices using the PyQt framework.
Integrated 3+ embedded devices under a single GUI using multi-threaded programming for efficient management.
Managed live video stream processing using multi-threading and OpenCV to achieve real-time performance.
Undergraduate Research Assistant, Koc University
Sep. 2022 – Jun. 2024
Istanbul, Turkey
Developed an end-to-end image processing pipeline using OpenCV for novel medical image scoring system.
Collaborated with medical professionals to process data from over 250 videos for research.
Designed and implemented a custom labeling framework to streamline data annotation for surgeons.
Machine Learning Intern, HAVELSAN
Aug. 2022
Ankara, Turkey
Implemented data augmentation techniques and optimized neural networks using TensorFlow, increasing accuracy by 21%.
Refactored Python functions to NumPy-based functions, improving performance by 3x.
Software Engineering Intern, Turkish Aerospace Industries
Jul. 2021 – Sep. 2021
Ankara, Turkey
Designed and implemented an embedded FTP server from scratch, supporting 10+ simultaneous clients.
Optimized Python code by 50% using multi-threading, reducing wait times for subprocess calls.
Projects
SnapAnemia
Feb. 2024 – Jul. 2024
Developed an iOS app for patient monitoring and diagnosis using XCode, Swift, and C++.
Integrated Firebase for database and authentication services for doctors and patients.
Utilized computer vision tasks by integrating C++ code into Swift.
Technical Skills
Languages:
Java, Python, C, C++, MATLAB, Julia, JavaScript
Frameworks:
PyTorch, PyQt, TensorFlow, Firebase, XCode