Position: Machine Learning / Computer Vision Engineer
Category: Data Science
English level: upper
Years of experience: 3

- Optimized data gathering process, which sped up annotation time and reduced cost of annotation
- Optimized inference pipeline for huge amount of data.
- Took responsibility for communication with business representative for better connectivity between ML team and business.
Last 2 years I've been working with image data as an ML/CV Engineer. This includes
- Research and hypothesis definition
- Data Engineering: retail data, satellite data, video
- Model Training: object detection, instance segmentation, metric learning
- Model Deployment: creating API, porting into edge devices.
- Model Monitoring and Maintenance: automation pipelines and error analysis