Technical Product Management
Division - Platform Solutions Private
Product - Apple Card Savings
Specialisation - Controls & Data Quality

Co-created Paisabazaar Loan products
1. Federal Bank Personal Loan
2. Liquiloans Credit Line

Context based Insurance Subrogation Estimation Engine, Summer Intern, Abzooba

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• Capturing natural language constructs using NLP, in order to detect subrogation to find the party liable for accident from unstructured free flowing text. Implemented using the Stanford Dependency Parser, and developed an understanding of linguistic typed dependencies of the parser. Worked to extract key important dependency constructs which would form a NLP rule.

• Worked on the existing Java framework to perform the functions by introducing MySQL Database queries into the system, therefore increasing the flexibility and efficiency of the system.

• Created a framework that would segregate and organize unstructured text in four main categories. Damages : who was damaged, Causes : what caused the accident, Damage Annotator : the type of accident, Third Party : Responsible party.

• Developed an interface that can easily be developed further by a programmer or a linguist with no programming knowledge. Technology Used: Java JDBC, MySQL, coreNLP.

Insurance Fraud Estimation

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• Supported Market Research on Fraud identification and Compliance tools and technologies.

• Designed and developed data models to track historical data of claims in auto insurance industry.

• Developed analytical models using Python to check likelihood of fraudulent claims using linear regression and associate rule mining

• Identified 38 parameters related to claimant profiles which can potentially increase risk of a fraudulent claim.

Context based Insurance Subrogation Estimation Engine

• Capturing natural language constructs using NLP, in order to detect subrogation to find the party liable for accident from unstructured free flowing text. Implemented using the Stanford Dependency Parser, and developed an understanding of linguistic typed dependencies of the parser. Worked to extract key important dependency constructs which would form a NLP rule.

• Worked on the existing Java framework to perform the functions by introducing MySQL Database queries into the system, therefore increasing the flexibility and efficiency of the system.

• Created a framework that would segregate and organize unstructured text in four main categories. Damages : who was damaged, Causes : what caused the accident, Damage Annotator : the type of accident, Third Party : Responsible party.

• Developed an interface that can easily be developed further by a programmer or a linguist with no programming knowledge. Technology Used: Java JDBC, MySQL, coreNLP.

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Co-simulation framework in COMSOL Multiphysics for displacement of a MEMS cantilever using a depletion Schottky transducer

Oct 1, 2019  | COMSOL Conference, Bangalore, India

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Equivalent force analysis of Schottky depletion layer MEMS actuator

Jan 1, 2019  | IFCS EFTF 2019, USA (Joint conference of the IEEE International Frequency Control Symposium & European Frequency and Time Forum) , Florida, USA

• Investigated efficacy of the lesser-studied Schottky barrier interfaces as transducers for internal transduction of high quality factor MEMS resonators without need for piezoelectric materials or small resonator-electrode gaps
   

Analytical model for monitoring of AFM tip wear through Resonance frequency measurements

Dec 1, 2018  | IEEE International Conference of Emerging Electronics 2018, Bangalore, India

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• An analytical model to estimate the extent of blunting of the AFM (Atomic Force Microscopy) tip through in-situ resonance frequency measurements of the tip cantilever

Graduate Teaching Assistant

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• Assisted in managing logistics, course plan and ensuring smooth functioning of the course.

• Responsible for managing the logistics to of equipments required and examinations conducted in Wadhwani Electronics Lab, IIT Bombay for the course Electronic Design Lab course.

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Design Secretary of Electrical Engineering Department

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• Coordinated with the council towards conducting of successful department events.

• Designed various posters and GIFs towards promoting departmental activities through digital and analog mediums.