Working on AI products using computer vision and video analytics. Full development cycle: from research and model training to their implementation in production.
What you will do:
- Design and develop CV / Video Analytics models (detection, tracking, face recognition, behavior analysis);
- Integrate ML models into production (backend, edge);
- Train and retrain models (fine-tuning, transfer learning);
- Work on real AI projects with business applications;
- Support the full development cycle: from research to deployment;
- Optimize models and improve the quality of CV solutions.
Important:
- Solid knowledge of Computer Vision and modern DL approaches;
- Deep understanding of machine learning and neural networks (CNN, detection/segmentation);
- Proficient in Python;
- Experience with OpenCV, NumPy, PyTorch and/or TensorFlow;
- Experience with Git;
- Experience in model optimization (speed/accuracy trade-offs, inference);
- Experience in solving problems of detection, tracking, and people behavior analysis.
Format: office, Astana.
