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- - Discover the DataRobot AI Platform The only fully open, end-to-end AI lifecycle platform with deep ecosystem integrations and applied AI expertise.
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- ML EXPERIMENTATION
  - Prepare Modeling Data Connect data, assess data quality, engineer new features, and integrate with feature stores.
  - Build Models Train hundreds of modeling strategies in parallel using structured and unstructured data.
  - Make Business Decisions Evaluate model performance, identify key drivers, and create customizable apps to drive decisions.
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  - Validate and Govern Models Create a centralized system of record for all models, test, approve, and automate compliance documentation.
  - Integrate Models Deploy and integrate any model, anywhere with multiple deployment options.
  - Monitor and Measure ROI Monitor, measure and diagnose model accuracy, ROI, and bias in real-time from any hosting environment.
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- - DataRobot Success Stories See how organizations like yours have realized more value from their AI initiatives.
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  - Elevating patient care and operations
  - Increasing graduation rates 3X
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  - Empowering data scientists at scale
  - Saving lives with an AI-driven vaccine rollout
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  - Earning better results - for 90% less effort
  - Advancing affordable housing and doubling analytics productivity
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- - DataRobot Partners Unify all of your data, ETL and AI tools in our open platform with our Technology Partners, extend your cloud investments with our Cloud Partners, and connect with DataRobot Services Partners to help you build, deploy or migrate to the DataRobot AI Platform.
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  - Effortlessly build and deploy custom ML models with DataRobot and SAP
  - Unleash the power and value of data with DataRobot and Snowflake
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  - Rapidly prototype and deploy AI models with DataRobot on AWS
  - Generate scalable business impact with DataRobot and Microsoft
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Author Haniyeh Mahmoudian

Global AI Ethicist, DataRobot

Haniyeh is a Global AI Ethicist at DataRobot’s Trusted AI team. Her research focuses on bias, privacy, robustness and stability, and ethics in AI and Machine Learning. She has a demonstrated history of implementing ML and AI in a variety of industries and initiated the incorporation of bias and fairness feature into DataRobot product. She is a thought leader in the area of AI bias and ethical AI. Haniyeh holds a PhD in Astronomy and Astrophysics from the Rheinische Friedrich-Wilhelms-Universität Bonn