Emrehan Karaoğlu

Software Engineer

Istanbul, Istanbul, Türkiye

About

Experience

  • Yongatek Microelectronics (4 yrs)
    • Software Engineer
      Nov 2022 - Present · 3 yrs 9 mos

    • Software Engineer
      Oct 2022 - Present · 3 yrs 10 mos

      • Implemented a custom SPI driver from scratch to ensure optimized and reliable communication between secure enclave modules. • Worked on ARM Cortex-M0+ secure enclave, developing low-level software for embedded security operations. • Designed a desktop application for chip verification used by the U.S. Department of Health and Human Services. • Developed ADAS algorithms and AI frameworks for autonomous systems targeting GPU boards and FPGA. • Built image processing algorithms for quality control in Europe’s largest glass production company. • Created AI-based models for warehouse inventory management, detecting and counting items such as cardboard boxes. • Participated in the design of fish counting machines using machine learning.

    • Image Processing Intern
      Aug 2022 - Oct 2022 · 3 mos

      • Used YOLOP model to detect lane and car for autonomous driving system • Nvidia Jetson TX2 was chosen as hardware • RPLidar used for obstacle detection

  • Golf Dondurma (10 mos)
    • Management Trainee
      Aug 2021 - Apr 2022 · 9 mos

      • Managed an AI-powered program to optimize delivery truck and salesman routes. • Designed a mobile application interface used by 600 sales personnel to simplify their daily tasks. Personnel can see their customers’ location and by using a route optimization algorithm in the backend, they can visit customers as effectively as possibly.

    • Data Scientist Intern
      Jul 2021 - Aug 2021 · 2 mos

      • Used excel to analyze daily sales data and identify which products were undersold. • Generated sales reports for managers for undersold products in their respective areas. • Created regional total turnover reports on a monthly based.

  • Electro-Software Team Leader at Arel Rover Team
    Nov 2020 - Jun 2021 · 8 mos

    • Organized cross-departmental team to participate in the curiosity rover competition • Led team of 5 people for the Electro-Software team. Defined weekly plans and distributed tasks to team members resulting in the successful completion of the project. • Coded image processing module using Python and OpenCV to detect objects. The algorithm detects colour and calculates how far it is from the centre.