During my internship at HAVELSAN Teknoloji Radar, I gained in-depth experience in embedded systems and digital communication protocols. I worked extensively with STM32 Nucleo-F411RE and Arduino platforms, where I implemented and compared multiple serial interfaces (UART/USART at TTL, RS-232, RS-485 levels; SPI; I²C) in real applications. This included configuring peripherals via STM32CubeIDE, using interrupts and DMA for efficient data transfer, and addressing hardware-level challenges such as voltage level mismatches between 3.3 V and 5 V devices.
A key part of my work involved integrating the ArduCAM OV2640 camera module: I used I²C for low-level register configuration (resolution, format, compression parameters) and SPI burst mode for high-speed JPEG data acquisition, enabling reliable image capture and streaming on resource-constrained microcontrollers. Through this, I strengthened my skills in master–slave architectures, real-time data handling, and hardware/software co-design, gaining a practical perspective on trade-offs between communication protocols in embedded vision systems.
Intern
ESEN System Integration
06.2025 - 07.2025
Applied unsupervised machine learning techniques to analyze structural patterns in real-world datasets.
Performed data preprocessing tasks including cleaning, feature encoding, and normalization.
Implemented clustering algorithms such as K-Means, HDBSCAN, and Hierarchical Clustering to identify role-based groupings.
Contributed to the development of end-to-end ML pipelines, including parameter tuning and evaluation.
Interpreted and reported clustering results, gaining practical insights into density-based segmentation and unsupervised learning workflows.
Intern
Masswell Electronics
06.2024 - 09.2024
Designed Battery Management System (BMS) circuits for drill and forklift battery applications using Altium Designer; verified functionality through real-world testing.
Performed comprehensive safety evaluations including capacity assessment, over/under-voltage tolerance, and short-circuit protection tests.
Developed and implemented custom control units tailored to battery-specific operational requirements, ensuring system stability and performance.
Intern
Esen System Integration
07.2023 - 08.2023
Developed a music genre prediction algorithm utilizing Python and SQL, focusing on feature extraction and classification techniques.
Conducted in-depth analysis of environmental noise signals using MATLAB to support signal characterization and filtering processes.