Navaneeth P R

Data Scientist

Mumbai, Maharashtra, India0 mo experience

Key Highlights

Expert in AI-driven retention models for insurance.
Proficient in deploying scalable AI solutions on AWS.
Strong focus on Natural Language Processing and Generative AI.

Stackforce AI infers this person is a Data Scientist specializing in AI solutions for the Fintech industry.

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Skills

Core Skills

Machine LearningData AnalyticsDeep Learning

Other Skills

Amazon Web Services (AWS)Claim Risk ModelingConvolutional Neural Network ArchitectureCustomer RetentionCustomer Segmentation StrategyData StructuresMatplotlibPandas (Software)Propensity ModellingPython (Programming Language)Risk AnalyticsSQLScikit-LearnTensorFlow

Experience

Tata aig general insurance company limited

Data Scientist | Chief Manager - Analytics

Jun 2023 – Present · 2 yrs 9 mos · Mumbai · On-site

Led end-to-end development of AI-driven retention models for the Motor Private Car insurance segment, including data preprocessing, feature engineering and tree-based modeling.
Designed and deployed Propensity-to-Renew and Propensity-to-Claim models within a unified risk-based renewal framework, enabling personalized pricing and engagement.
Delivered ₹160 Cr + incremental Gross Written Premium through targeted pricing strategies and refined discount structures.
Increased customer retention by 8%, reducing churn and enhancing lifetime value.
Built Poisson regression risk-scoring models and a custom SHAP-based interpretability tool to surface actionable insights on Burn Cost and Loss Ratio, guiding data-driven underwriting.

Risk AnalyticsSQLAmazon Web Services (AWS)Claim Risk ModelingPropensity ModellingCustomer Segmentation Strategy+4

Medtoureasy

Machine Learning Trainee

Jul 2022 – Aug 2022 · 1 mo

Experienced hands on working of a machine learning professional. Worked on developing a Sign Language Recognition project. Experimented with several Deep learning architectures including Convolutional Neural Network Architecture.

Deep LearningConvolutional Neural Network Architecture