Dataset Engineering
Improve organizational data availability, accessibility, and compatibility with excellent artificial intelligence strategies.
Creation, Curation, Distillation, Extension and Refinement for custom and synthetic Datasets
- Collaboration with stakeholders to define data stock and relevant data sources
- Designing storage/access/security strategy
- Data Collection
- Data cleaning and processing to ensure accuracy and consistency
- Clean and process data for model training and fine-tune
- Prepare data for analysis and develop data models to extract insights
- Build and maintain data pipelines
- Monitor data quality and troubleshoot issues
- Provide ongoing support for dataset maintenance
- Ensure compliance with data privacy regulations