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

Senior Data Scientist

Developed and deployed Data science solution.

Data Scientist 2

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.

Machie Learning Engineer

7+ years of experience in building end to end ML products.
Experience of handling the project alone also in a team.

Successfully delivered Projects in complete MLOps architecture

Mentored 500+ students/working professional and guided them to achieve their goal.


Senior Data Scientist | Machine Learning | Mentor | 7+ years of Experince

Sandeep 

Developed an efficient and interpretable Credit risk model that can score a retailer based on their past transactional and other data.

The model was used by a leading beverage company to plan their credit distribution and minimize the risk of default

Credit Risk Modelling

Designed and developed ML solution for KHC to optimize their promotional events.

The model helped the organization in better return of investment in promotions and better target of promotions.

Trade Promotion Optimization

Designed and developed a deep neural model to listen the audio between customer and the client to analyze the sentiment of the conversation.

The goal of the project was to find the sentiment and to generate different way to convert a conversation to a fruitful sell

Personal details

Sandeep

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Personal Projects