About Mustafa Orhun Köse
Mustafa Orhun Köse is an AI Engineer and Strategist who transforms artificial intelligence approaches emerging in academic literature into applicable, scalable, and production-environment-suitable engineering solutions. Deepening the technical discipline he received from METU Computer Engineering through his ongoing graduate studies at University of Freiburg, he specializes in Computer Vision, Deep Learning, and Autonomous Systems. In his career with R&D-focused companies like RadiusAI and MilSOFT, he has played a core developer role in critical projects ranging from image processing-based analytics solutions for the retail sector to perception systems for autonomous vehicles. Going beyond theoretical models, he develops production-grade AI architectures that work safely in live systems with established maintenance and scaling processes. He strengthens his technical competency by creating content for communities like 'Noktalı Virgül' introducing complex concepts to thousands of people, creating a strong communication foundation. Within Triarii Growth, Orhun Köse not only provides AI vision to brands but also takes on the technical integration and process management of these strategies with a hands-on approach, providing end-to-end digital transformation.
Expertise Areas
- AI Strategy & Process — determining AI strategies suited to companies' business goals and creating technical implementation roadmaps
- Scalable ML Pipelines — transforming research-level machine learning models into scalable systems that perform with high efficiency in real-world conditions
- Data-Driven Deployment — designing automated data collection, debugging lines, and analysis tools for data-driven growth
- Computer Vision & Perception Systems — developing perception systems using image processing technologies for object tracking, human behavior analysis, theft detection, and autonomous perception
- Autonomous Systems & Robotics — building autonomous decision-making mechanisms using ROS2, sensor fusion, and deep learning technologies