Machine Learning Engineer at Kiwibot | Torre

Machine Learning Engineer

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Full-time

Legal agreement: Employment

Compensation
USD1k - 4k/month
Non-negotiable
location_on
Remote (for Colombia residents)
Posted over 4 years ago

Responsibilities


-Implement, train and iterate vision based deep learning models. -Train models on Cloud on single and multiple GPUs. -Design and implement data pipelines for storing and processing thousands of images and videos. -Design and integrate with third party labeling company API for upload and ingestion of data and labels. -Design and implementation of data harvesting from current fleet operations. -Create data visualization tools for data analysis and debugging. -Evaluate the quality of labeling of data. -Design and iterate labeling instructions that produce high quality labels. -Implement, design and manage databases of images, videos and metadata associated with them. -Optimize models for performance on constrained environments. -Deploy trained models on-premise integrated with the rest of the robot’s software stack. -Report of training procedures, error analysis, data review. -Offline database analysis for getting insights, generating labels automatically, doing anonymization, etc.