Favori Gıda A.Ş.
Data Analyst
Data analysis and reporting with SQL Server, Power BI, Excel and Python.
Bekir Oruk
Computer Engineer (Master’s)
Türkiye“Courage leads to victory, indecision to danger, and cowardice to death.”
About me
I’m a computer engineer developing projects in computer vision and artificial intelligence that turn images and data into functional software. My work focuses on real-time video analysis, object detection and tracking, data analytics, and document-based question-answering applications.
My experience in embedded software, mobile application development, and data analytics helps me approach projects as a whole. Throughout development, I consider accuracy, performance, and usability together, and I value measuring results to guide progress.
I’m pursuing a master’s degree in Smart City and Transportation Technologies at Gebze Technical University. My thesis investigates parking occupancy analysis and prediction using computer vision and deep learning. I aim to turn my academic work into applications that address real needs.
Technology stack
Python
OpenCV
Ollama
FastAPI
Qdrant
SQL Server
Power BI
MATLAB
PostgreSQL
Docker
Qt
C++
Flutter
.NET
CMake
C#
SQLite
YOLO
Linux
GitExperience
Asimo34 Yazılım Teknolojileri
Mobile Software Developer
Mobile application development with Flutter.
Arvis Teknoloji
AI R&D Intern
Computer vision, image processing and mobile application work.
Zeta Savunma
Software Engineering Intern
Development involving C#, .NET, SIP and VoIP systems.
Mitrona Elektronik
Embedded Software Intern
Work with C++, Qt, QML, Linux and CAN-based systems.
Republic of Türkiye Ministry of Transport and Infrastructure · UDHAM
Intern
Work involving 5G, IoT and mobile network security.
Turkish Technic
Data Scientist
Work on aircraft maintenance, process planning and data analysis with Excel.
ALTAR BİLGİSAYAR SİSTEMLERİ VE YAZILIM LTD. ŞTİ.
Intern
Work on e-commerce, web design and C# development.
ALTAR BİLGİSAYAR SİSTEMLERİ VE YAZILIM LTD. ŞTİ.
Intern
Work on e-commerce, web design and C# development.
Projects
Ongoing Projects
Thesis in progressComputer Vision and Deep Learning for Smart Parking Occupancy Analysis and Prediction
OpenCV · Python
Analysis of parking occupancy from camera footage and short-term occupancy prediction; master’s thesis.
Project statusIn development
PrototypeAeroDefect Vision — Small Defect Detection in Aerial RGB and Thermal Imagery
RGB · Thermal · SAHI
Segmentation, tiling/SAHI, synthetic data and evidence image workflows for small defects.
Project statusIn development
Video analytics · Visual searchAegisVision
YOLOv8 · CLIP · Qdrant
A modular platform for live YOLOv8 object detection and tracking, with CLIP and Qdrant-powered text and image search for objects.
Project statusIn development
Completed Projects
Local AI · RAG Completed
DersAtlas
A local study assistant that searches documents and answers with source citations.
View on GitHubComputer vision · API Completed
Object Detection API
An API for object detection in images.
View on GitHubMedical imaging Completed
Ultrasound B-mode Lab
B-mode image formation from RF data and image quality comparisons.
View on GitHubVideo analytics Completed
Edge AI Video Analytics
Video analysis focused on object tracking and model optimization.
View on GitHubCRM · Data analytics Completed
RetailScope — CRM and Customer Analytics
Customer deduplication, RFM segmentation, inactivity risk, LTV and campaign analysis.
View on GitHubUndergraduate thesis · MATLAB Completed
UAV Flight Path Visualization on 2D and 3D Maps
A MATLAB project animating a GPX flight route on 2D and 3D maps, with position, altitude, distance and heading information.
View on GitHubEducation
Gebze Technical University
Smart City and Transportation Technologies · Master’s
Bolu Abant Izzet Baysal University
Computer Engineering · Bachelor’s
Sakarya University
Computer Programming · Associate degree
Contact
Have a project, collaboration idea or question? Leave me a message.