Software Engineer, Koc UniversityMar. 2024 - Jul. 2024 Istanbul,
Türkiye
Developed comprehensive software to integrate hardware components under a Graphical User
Interface (GUI).
Designed and implemented the entire system architecture for hardware-software integration.
Enhanced user experience by creating intuitive and user-friendly GUI elements.
Collaborated with research teams to ensure seamless functionality and performance of integrated
systems.
Machine Learning Intern, Havelsan Inc.Aug. 2022 - Sep.
2022 Ankara, Türkiye
Generated synthetic data based on collected data from the product, and trained Machine Learning
and Deep Learning models with 72% accuracy.
Using data augmentation and optimizing the neural network using TensorFlow increased the
accuracy of the Neural Network by 21%
Created Python pipeline for handling 1.2 million data points which are used in training and
optimizing the models.
Trained various machine learning models using Python Scikit-Learn module and compared results to
achieve the most time-efficient and accurate model.
Converted the existing Python functions to NumPy functions increasing the performance by 3x.
Software Engineering Intern, Turkish Aerospace Ind.Jul. 2021 - Sep.
2021 Ankara, Türkiye
Led cross-departmental project to design and implement an embedded FTP Server from scratch.
Using Networking concepts and Multi-Threading FTP server was able to handle 10+ clients at the
same time.
Increased the speed of existing Python code by 50% using multi-Threading. Multi-Threading
reduced the waiting time of the program for sub-processes called by Python program.
Built an automation pipeline for Quality-Assurance Engineers saving up to 1 workday per
engineer. This pipeline communicates with Excel, SVN and DOORs server automatically and handles
sub-process errors automatically.
Using socket programming in embedded C achieved file transfer with ethernet from Windows machine
to Linux machine.
