May 2021 – Apr 2023 · 1 yr 11 mos · Bengaluru, Karnataka, India

Apr 2019 – Mar 2021 · 1 yr 11 mos

• Machine Learning based Data Quality Improvement (DQI):
• 1) Devised account data quality score, identifying accounts to target ML impacts for loss reduction
• 2) Used Decision-tree based classifiers and regularization techniques for COPE data prediction
• 3) Achieved loss reduction of 5M$ & 8M$ in US & Europe and decreased reinsurance penalties
• Claims Data Analytics:
• Claims-Exposure Reconciliation
• 1) Developed pipeline to track real-world claims against modeled losses to optimize underwriting
• 2) Created quarterly reports on all cat-related loss activities, helping business to track claims-exposure linkage & implement guidelines to improve data consistency across business units
• Vulnerability Optimization
• 1) Devised optimisation framework for catastrophe model loss simulation by tuning vulnerability
• 2) Used generalized-logistic-function to model damage functions adjustments minimizing RMSE
• 3) Automated the pipeline to incorporate enhanced vulnerability module in AIG Hurricane model
• View of Risk for US Windstorm
• 1) Validated licensed catastrophe models based on normalized losses and exceedance probabilities of major historical events
• 2) Proposed the removal of existing RMS-AIR models blending for pre-quote account modeling
• Catastrophe Risk Accumulation Model Automation:
• 1) Automated usage of US catastrophe risk accumulation model hosted on AWS using boto3
• 2) Created standardized reports sharing major findings with extended R&D department on GitHub

Jan 2018 – Mar 2019 · 1 yr 2 mos

• AIG Terrorism Model:
• 1) Devised a framework to model 3-tier terrorism risk across US
• 2) Developed heat maps and risk-insight assessment for major US cities using ArcGIS and PowerBI
• 3) Designed database schema for AIG’s first terrorism-risk based hazard module on SQLite
• 4) Built a web application using Flask, Python and JavaScript to visualize city level risk scores, associated targets and portfolio accumulation for better risk assessment
• AIG Hurricane Model:
• 1) Built prototype for the first in-house hurricane model on Elements and Impact Workbench
• 2) Created the AIG hurricane vulnerability module in collaboration with Clemson University, US
• 3) Analyzed region wise variability in structural vulnerability with respect to COPE features
• 4) Spearheaded upgrades of the model and its validation against vendor models and claims losses

Aug 2017 – Dec 2017 · 4 mos

• 1) Designed peril based 2-tier Client Risk Insight(CRI) report for business acquisition and retention
• 2) Scrubbed SOVs, modeled accounts in GES & RiskLink and sent reports to underwriters after QA

Jun 2016 – Oct 2016 · 4 mos · Pune Area, India

• Market Access Project- An Access Demonstrator Pilot to provide government stakeholders with proof of enhanced access through simple interventions. Fortune 100 client.
• 1) Conducted extensive primary and secondary research in Assam, Telangana and Chhattisgarh
• 2) Mapped & engaged strategic stakeholders and government authorities assessing their POVs
• 3) Achieved an efficiency of 125% in healthcare access components against proposed deliverables
• 4) Ensured high quality design & delivery of client reports working closely with PM/CEO
• Marketing and International Business Development-
• 1) Prepared & implemented marketing strategies to engage pharma clients in US, Europe & Japan
• 2) Generated leads via effective sales pitches/project proposals as per Innoplexus' business plan

May 2015 – Jul 2015 · 2 mos · Hadapsar, Pune

• International Conference: A. Kumar, et al., Modeling Of Straight Jet Dynamics In Electrospinning Process, COMSOL 2015
• 1) Formulated 1-D COMSOL Model employing straight jet dynamics of electrospinning process for polymer solutions
• 2) Validated the model against experimental data for Newtonian fluids and Feng's model for Non-Newtonian fluids
• 3) Implemented Giesekus viscoelastic model and introduced Oldroyd-B viscoelastic model for further analysis
• 4) Extended for solutions with Non-Newtonian solvent and optimized for various working and material parameters

Apr 2015 – May 2016 · 1 yr 1 mo · IIT Delhi

• 1) Led team of 6 coordinators and 20 Executives to cater needs of 600+ UG and PG students
• 2) Organized and managed various events, trips and seminars
• 3) Liaisoned with the esteemed alumni network
• 4) Spearheaded the publication of ChES Journal 'ChemInsider'
• 5) Overhauled the development of ChES Official Website

Jun 2014 – May 2015 · 11 mos · New Delhi Area, India

• 1) Delineated Hostel in Senate meetings, apex student-faculty forum presided by Deans & Director
• 2) Raised concerns over issues like mess, potable water, medical facilities, sexual harassment
• 3) Instigated constitutional changes in library rules, LAN ban policy and transport facilities

May 2014 – Jun 2014 · 1 mo · Jamshedpur Area, India

• Summer Internship at TATA MOTORS, Jamshedpur as an Observation Trainee