Buğra Kaan
Computer Engineer
TÜRKİYE Machine Learning & Computer Vision Current: Computer Vision & Machine Learning Engineer at Visea Innovative Education: Eskisehir Technical UniversityPortfolio
Personal Details
- Education: Eskisehir Technical University
- GPA: 2.95
- Graduation: 06/2025
- Email: bugrakaan02@gmail.com
About Me
Computer Engineering graduate specializing in Machine Learning and Computer Vision, with hands-on experience in real-time inference systems, Edge AI, and production-oriented AI workflows.
Currently working at Visea Innovative as a Computer Vision & Machine Learning Engineer, focusing on model development, optimization, testing, and AI-driven vision solutions for real-world industrial and product use cases.
Combines strong Python and full-stack development experience, including C#, ASP.NET MVC, and backend systems, with practical work in YOLOv7, NATS, FastAPI, NVIDIA Triton, TensorRT, and Hailo NPU acceleration. Passionate about turning complex AI concepts into scalable, reliable, real-world solutions.
Experience
Computer Vision & Machine Learning Engineer
Developing and testing production-focused computer vision and machine learning solutions. Actively designing and optimizing multi-model pipelines for Edge devices, applying extensive hyperparameter tuning to maximize performance, and generating synthetic datasets to overcome data scarcity and improve overall model robustness.
System Developer Intern
Engineered a real-time YOLOv7 inference pipeline optimized for the Jetson AGX Orin. Developed a robust communication layer utilizing NATS subscriptions and FastAPI, integrated with a user-friendly Gradio interface. By converting the models to TensorRT and migrating the Python backend to NVIDIA Triton Inference Server, the system achieved a 47% acceleration in inference speed.
Computer Engineer Intern
Built a web-based appointment system with C#, ASP.NET MVC, and Entity Framework, improving user management and scheduling efficiency.
Developer
Gained problem-solving and debugging experience by reverse engineering games and developing C# plugins.
Certificates
Introduction to Artificial Intelligence
Linux Kullanıcıları Derneği | 02/2025Learned the basics of machine learning models, model evaluation methods, and deep learning concepts such as perceptron and CNNs. Gained hands-on experience with tools like Pandas and Matplotlib.
DNS & DNSSEC
Linux Kullanıcıları Derneği | 02/2024Learned how DNS and DNSSEC work, including concepts like key signing, zone signing keys, and domain validation. Practiced implementing these processes in Linux.
The Power of AI: GenAI
T.C. Cumhurbaşkanlığı Dijital Dönüşüm Ofisi | 03/2024Attended an artificial intelligence seminar at Anadolu University.
AWS Academy Graduate
AWS Academy Cloud Foundations | 12/2024Completed foundational cloud computing concepts, AWS core services, security, architecture, pricing, and support.
Machine Learning 101
Akbank Gençlik Akademisi | 05/2024Attended a machine learning seminar organized by Akbank Academy.