Solutions by role
ORINEL supports the full data workflow with role-specific experiences for Data Engineers, Data Scientists, Data Analysts, and Admins.
Data Engineer
Connect data sources, ingest data, clean and transform, store in the warehouse. CSV, Excel, PostgreSQL, MySQL, REST API. Pipelines run as background jobs with Extract → Transform → Load stages.
Go to workflow →Data Scientist
Select datasets, exploratory data analysis, feature engineering, train ML models (classification, regression, anomaly detection), evaluate and deploy. Supports Kaggle-style datasets for financial, healthcare, and sales forecasting.
Go to workflow →Data Analyst
Select datasets, run queries, analyze trends, create charts (bar, line, distribution, correlation heatmaps), and generate reports with executive summary, insights, and recommendations.
Go to workflow →Admin
Pipeline health, active users, storage usage, system alerts. User management, pipeline monitoring, model registry, and audit logs.
Admin panel →