Emanuel Scoullos

Emanuel Scoullos is a Data Scientist in the Financial Services and Technology team at NVIDIA where he focuses on GPU applications within FSI. Previously, he worked as a Data Scientist at a startup in the anti-money laundering space applying data science, analytics, and engineering techniques to construct machine learning pipelines. He earned his Ph.D. and Masters in Chemical Engineering from Princeton University and an undergraduate degree in Chemical Engineering from Rutgers University.

Posts by Emanuel Scoullos

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Generating Synthetic Data with Transformers: A Solution for Enterprise Data Challenges

Data privacy and availability remain an issue for enterprises. Delve into how synthetic tabular data generated by NeMo addresses these challenges. 8 MIN READ
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Deep Learning vs Machine Learning Challenger Models for Default Risk with Explainability

This post details the credit default risk prediction with deep learning and machine learning models. 18 MIN READ
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Accelerating Trustworthy AI for Credit Risk Management

As AI becomes prevalent, government agencies will be advocating for citizens for transparency on why financial entities make decisions about consumers. 12 MIN READ
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Accelerating Trustworthy AI for Credit Risk Management

On 21 April 2021, the EU Commission of the European Union issued a proposal for a regulation to harmonise the rules governing the design and marketing of AI… 12 MIN READ