ML Researcher - 3D Foundation Model

About the role

OneSec is an international startup with an R&D centre in Istanbul, building a 3D-foundation model for autonomous delivery drones. It is one of the largest machine learning projects in the robotics industry, using a custom dataset of over 120 million images and modern machine learning techniques. The role combines machine learning and dataset generation.

Key responsibilities

• Develop model architectures, tune hyperparameters and work on GPU training infrastructure
• Generate pseudo labels for internet images using open-source AI models
• Generate synthetic images through geometric transformations and filter datasets for valuable training data

Required profile

• Strong expertise in deep learning
• Experience with computer vision and CNNs (ResNets, etc.)
• Experience with PyTorch (CUDA, OpenCV and similar tools are ideal)

Required skills

• Deep learning and computer vision
• PyTorch, CNNs, ResNets
• GPU training infrastructure
• Image processing and general computer infrastructure knowledge

What we offer

• Attractive salary and stock option package
• Work on frontier-level AI
• An exceptionally talented team
• State-of-the-art development tools and training infrastructure