Experienced Strategic Technology Consultant in the Banking and Insurance domain, specializing in AI-driven underwriting automation, risk scoring, and regulatory modernization. Delivered strategic guidance on AML/KYC modernization, onboarding optimization, and vendor evaluation. Brings strong expertise in TCS BANCS, digital transformation, process optimization, cost control, and delivery across Agile and Waterfall methodologies. Highly analytical problem-solver recognized for building trusted relationships and driving results in complex, fast-paced environments
Overview
13
13
years of professional experience
4
4
Certifications
Work History
Senior Manager-AI Insurance Consulting
LTIMindtree
Kolkata, India
11.2024 - Current
AI-Powered Underwriting Automation
Designed and delivered an AI-driven underwriting automation platform for a U.S.-based insurance brokerage firm, focusing on fitment validation, risk appetite scoring, and winnability prediction for commercial property submissions.
Translated manual underwriting guidelines and checklists into configurable, rule-based Fitment Engines, Risk Appetite Scoring models.
Supported the development of a machine learning-based winnability (likelihood-to-bind) model, enabling underwriters to prioritize high-probability submissions and improve conversion rates.
Defined end-to-end underwriting decision flows, integrating data quality checks, occupancy mapping, eligibility screening, appetite scoring, and underwriter-ready summaries.
Delivered business artifacts, including rule catalogs, scoring calculators, business flow diagrams, and executive presentations, to support Point of View and phased rollout.
Enabled a 40–60% reduction in manual underwriting effort by eliminating non-fit risks early and standardizing appetite evaluation.
Acted as a bridge between business, underwriting, and engineering teams, ensuring solutions were business-first, regulator-ready, and scalable.
Led transformation of KYC/CDD processes by designing scalable client lifecycle management systems tailored to complex institutional onboarding requirements.
Conducted detailed fit-gap analyses aligning vendor offerings with internal MMC technology architecture and strategic priorities.
Performed “build vs buy” analysis, including cost modeling and effort estimation for internal development versus external procurement.
Identified “buy” areas not met by internal stack, and recommended hybrid deployment strategies to bridge platform gaps.
Collaborated with advisory partners to identify core capability requirements and define process improvement areas using future-state mapping.
Created weighted scoring models and vendor evaluation grids assessing functional/non-functional fit, data privacy, integration ease, and commercial feasibility.
Provided executive-ready deliverables and board-level presentations to communicate evaluation outcomes and investment rationale.
Managed end-to-endRFI/RFP lifecycle, including drafting, vendor communication, requirements clarification, and final recommendations.
Enabled automation of onboarding and compliance workflows for high-risk entities (PEPs, SOEs, UBOs), achieving up to 50% reduction in due diligence processing time.
Integrated third-party data feeds (e.g., sanctions, adverse media, corporate registries) to support real-time risk scoring and client profiling.
Developed end-user dashboards to present onboarding KPIs, SLA tracking, and client health analytics to executive stakeholders.
Partnered with legal and compliance functions to embed jurisdiction-specific regulatory rules into configurable onboarding engines.
Acted as a strategic advisor, coaching cross-functional teams on onboarding best practices, regulatory requirements, and technology enablement.
Fostered inclusive working environments across tech, compliance, and business teams to enable rapid execution and knowledge sharing.
Designed post-implementation review frameworks to measure realized benefits, client satisfaction, and operational efficiency over time.
Senior Manager/Technical Analyst
ICICI Lombard
Mumbai, India
08.2023 - 11.2024
Managed transformation project and introduced new systems, tools, and processes to achieve challenging objectives.
Executed AI-based automation in underwriting STP/NSTP cases,transforming operations for the Retail Health Insurance product.
Proficient in defining and articulating clear program and project scopes and objectives in project charter.
Proficient in tracking project activities and milestone completion, with a focus on early identification and escalation of variances to the project plan.
Technical analysis of requirements ,liaisoning with Project Stakeholders to incorporate product features, delivering endtoend solution
Spearheaded API integration initiatives, enhancing system interoperability and data flow across platforms.
Utilized advanced SQL queries for data analysis, reporting, and to support decision-making processes.
Senior Business Analyst
Wipro Technologies
Mumbai, india
05.2023 - 08.2023
Collaborated with senior management to create comprehensive product plans and roadmaps, ensuring alignment with business objectives and market demands.
Tracked and enhanced product adoption and impact on end users, leveraging data analysis to identify opportunities for improvement and growth.
Managed escrow account application end to end in red hat open shift platform to accommodate 30% customer base expansion
Business Consultant
Tata Consultancy Services
Johannesburg,Kolkata, India.South Africa
03.2015 - 04.2022
Digital Transformation
Reduced accident vehicle inspection costs by 25% in Motor Insurance by integrating AI based API in mobile app for motor insurance
30% improvement in P&C Home Owner Cover policy processing time by replacing legacy systems with TCS BaNCS single enterprise
Introduced cloud-based account verification, by removing manual authorization, and reducing claim TAT by 50%
40% reduction in pending working items by implementing auto work allocation dashboard solution in Power BI.
Product lifecycle management, overseeing product ideation, development, launch, and post-launch activities of HOC policy
Team/Project Management
Led cross-functional team, managed deliveries of Release/CR to streamline business and technology alignment
Liaised between Client and Project Stakeholders to incorporate product features, delivering end to end solution.
Daily and Weekly status reporting to stakeholders, conducted Scrum Ceremonies as professional Scrum Master
Process Improvement/Business Development
Performed testing to assess product effectiveness, alignment with designed purpose and adaptations for other purposes.
Collaborated with Product Owners to optimized test cycle by 20%, establishing standards for accessibility testing
Assisted in drafting and editing proposals, ensuring compliance with RFP specifications and brand standards.
Won $5.7M project by presenting POC in property and casualty and expanding market share in South Africa
Analyze RFP requirements to develop comprehensive response strategies that align with client needs and company capabilities..
Cost Control
Reduced cost by 21% and improve client satisfaction to 96%, by improving payment process using DMAIC technique
Optimized non-compliance audit cost by 12%, by designing compliance checklist to monitor project risks
Improved regular analysis efficiency by 45% and reduced errors by 18% by analyzing project financial report
50% reduction in QA efforts by automating data preparation activities leading to ~18k USD of cost savings
Instrumental in cost savings of $40k by Identifying business use cases and ensuring minimal defect leakage.
Software Developer
Tata Consultancy Services
KOLKATA, IN
03.2013 - 02.2015
Integrated IBM Trusteer antimalware solution for detection of Man-in-the-Browser (MiTB) malware to protect users from fraud and phishing attacks and leading to ~$72k USD of cost savings.
Documented technical workflows and knowledge to educate newly hired employees.
Developed clear specifications for project plans using customer requirements.
Documented technical workflows and knowledge to educate newly hired employees
Conducted data modeling, performance and integration testing
Developed product documentation to communicate upcoming features and products to internal teams
Education
MBA - General Management
IIM Lucknow-Full Time
Lucknow, India
02.2023
MBA - Negotiation,Innovation, Intercultural Management
Ieseg School of Management-
France
09.2022
Bachelor of Technology - Electronics And Instrumentation
Techno India Salt Lake
Kolkata
08.2013
Skills
Business process mapping
Strategic planning
Predictive modeling
Negotiation
Python programming
SQL and databases
Project Management
Release planning
Technology Consulting
Machine Learning
Gen AI
Gap analysis
Scrum methodology
AML/KYC/CDD process
IT vendor management
Framework improvements
Talent development
Accomplishments
“Client Appreciation” for providing innovative cost-effective cloud-based Account Verification system worth $4M+
Awarded “On the Spot Award”,” Star Team Award” multiple times for exceptional performance at work.
Software
Python
Azure Data Foundary
Databricks
MLOPS
Certification
Six Sigma from Udemy
Timeline
AML/KYC/CDD basics
02-2025
Senior Manager-AI Insurance Consulting
LTIMindtree
11.2024 - Current
Senior Manager/Technical Analyst
ICICI Lombard
08.2023 - 11.2024
Senior Business Analyst
Wipro Technologies
05.2023 - 08.2023
Agile Project Management from LinkedIn Learning
11-2022
Cloud Computing Basics from Linkedin Learning
09-2022
Six Sigma from Udemy
07-2021
Business Consultant
Tata Consultancy Services
03.2015 - 04.2022
Software Developer
Tata Consultancy Services
03.2013 - 02.2015
MBA - General Management
IIM Lucknow-Full Time
MBA - Negotiation,Innovation, Intercultural Management
Ieseg School of Management-
Bachelor of Technology - Electronics And Instrumentation
Sr. Manager, Strategic Business Process Consulting at Ultimate Kronos Group (UKG)Sr. Manager, Strategic Business Process Consulting at Ultimate Kronos Group (UKG)