Senior Data Scientist
Heading of International New Accounts Modelling team
Responsible for end-to-end development, implementation and maintenance of Underwriti...
Heading of International New Accounts Modelling team
Responsible for end-to-end development, implementation and maintenance of Underwriting Risk Prediction Models; and providing analytical support for business partners in Risk and Marketing team.
Developed machine learning model of initial line assignment in Mexico market
Python
SQL
Pandas
Machine learning
Data Science
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Machie Learning Engineer
Axis Bank
2015-09-01-2018-12-01
Built, deployed, and monitored a new machine learning pipeline from scratch using Python in AWS Sagemaker to predict the underwriter deci...
Built, deployed, and monitored a new machine learning pipeline from scratch using Python in AWS Sagemaker to predict the underwriter decision of Life Insurance policy based on health metrics over the following 5 years. Achieved 72% accuracy with under 1 second inference time on AWS Cloud.
Reduced underwriter decision metrics due diligence period on new policies by 95%, from 2-4 weeks to 10 minutes with “human in the loop” implementation.
Presented results from machine learning models to the executive team.
SQL
Database
Machine learning
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SQL
Database
Machine learning
Python 3
Deep Learning
TensorFlow
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