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Paul Thottakkara

Paul Thottakkara

Paul is a data scientist at Aureus Analytics with 7+ years of experience in developing algorithms and analytical models. He has an Advanced Master's Degree in Operation Research from the University of Florida.

Recent Posts:

Transfer Learning: A New Age of Machine Learning

In recent years, Machine Learning (ML) algorithms have advanced and are now capable of learning accurate and complex patterns provided large and labeled data samples are available. However, many ML implementations fail to generalize when new data points are encountered, especially data points with different and unseen patterns or conditions from training samples.

Fighting Insurance Fraud the Smart Way

The insurance industry in India is expected to reach US $280 billion by 2020-2021. The life insurance industry is expected to increase by 14-15% annually during the next three to five years. With such rapid growth in the life insurance market, the number of fraud casess is also expected to increase. Recent reports suggest that fraud consume more than 8.5% of the revenue that the industry generates.

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