Machine Learning Engineer
Globaldev Group
- Формат:
- повний remote
- Джерело:
- jobs.dou.ua
Що робити
- Seniority: Proven experience (5+ years) as a Senior or a strong Mid-level engineer in the field of AI/ML.
- Education: University degree in Information Technology, Engineering, or a related field.
- Technical Stack: Proficiency in Python and experience with major ML frameworks (e.g., PyTorch, TensorFlow).
- Domain Expertise: Experience or strong interest in 3D technologies (Meshes, UV mapping) and Computer Vision.
- Problem-Solving: Ability to tackle scientific uncertainties related to complex garment types and varied visual perspectives.
Що очікуємо
- Algorithm Development: Create and optimize Deep Learning models for 2D-to-3D transformation, focusing on mesh structure and vertex topology.
- Architectural Design: Work with convolutional layers, autoencoders, transformers, and Generative Adversarial Networks (GANs).
- Data Engineering: Curate and augment datasets by blending real-world photography with synthetically generated data to ensure high model accuracy. Integration:
- Develop software modules using Python APIs for integration into professional 3D environments like Clo3D and Marvelous Designer.
- R&D Execution: Conduct scientific experiments, define quality criteria, and document findings to reach Technology Readiness Level 9 (TRL9).
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