Decision work

Case Studies

Product development, AI, M&A analytics, financial intelligence, automation, and audit analytics — solving the right business problem with measurable impact.

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Case study library

All case studies

AI & ML
Featured

AI-Powered Motor Claims Validation Platform

Computer Vision & Fraud Detection

  • Python
  • Azure Computer Vision
  • OpenAI
  • HTML
  • CSS
Automated first-level motor claim validation

Delivered an AI-assisted claim validation solution that automated the initial review process, accelerated claim assessments, and established a scalable first layer of fraud detection and claims triage.

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Client Solutions & Automation
Featured

ERP Data Migration Validation Engine

Home Appliances Manufacturer

  • SQL
  • Tableau
100% record-level validation before migration

Delivered a robust migration assurance framework that validated data quality and migration rules prior to cutover, ensuring high-confidence data loads and minimizing post-migration remediation activities.

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Client Solutions & Automation
Featured

Government Master Data Management Platform

State Government Digital Transformation

  • SQL
  • Tableau
  • Java
Integrated six departmental systems into a unified data platform

Successfully demonstrated a unified government data platform capable of establishing a single source of truth across departments. The proof of concept was approved by senior government officials and progressed into a beta testing phase as the foundation for broader digital transformation initiatives.

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M&A & Financial Intelligence
Featured

Post-Acquisition Supply Chain Synergy Optimization

Poultry Industry

  • Google Maps API
  • SQL
  • Tableau
Enabled post-acquisition supply chain synergy realization

Delivered a management-approved production network redesign that was tested through a trial run. The analysis initially estimated a 30% cost reduction, while the actual trial achieved a 34% cost reduction compared to the previous operating model.

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Product Development

Internal Audit Analytics Platform

Global IA Transformation Product

  • Python
  • Power BI
  • SQL
  • Azure DevOps
Global deployment

Successfully deployed as a global Internal Audit solution, standardizing risk and control testing methodologies, improving audit traceability, reducing manual effort, and enabling a more consistent, analytics-driven audit delivery model across engagements.

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Product Development

Regulatory Reporting & Compliance Automation Platform

Regulatory Compliance & Submission Management

  • Power Apps
  • Power Automate
  • SQL
Automated reporting across multiple regulatory obligations

Delivered a centralized platform that streamlined the regulatory reporting lifecycle, reducing manual intervention, improving reporting accuracy, and ensuring timely submission of compliance obligations.

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Product Development

GST Compliance & Reconciliation Platform

Multi-Entity Tax Compliance Automation

  • Python
  • SQL
  • Power BI
Standardized GST compliance across multiple entities

Delivered a centralized compliance solution that streamlined GST processes, improved reporting accuracy, and reduced dependence on manual reconciliation activities.

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Product Development

Patient Lifecycle Management Platform

German Healthcare Provider

  • Microsoft Power Platform (Power Apps)
  • SQL
Digitized the end-to-end patient lifecycle

Delivered a centralized platform that streamlined patient management workflows, improved visibility into patient status, and enabled more efficient lead management and conversion processes.

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Product Development

RAMP – Risk Assessment & Monitoring Platform

Enterprise Risk Governance

  • Python
  • Power BI
  • Azure
Centralized risk assessment and monitoring activities

Delivered a centralized platform that standardized risk assessment processes, improved visibility into risk exposure, and enabled continuous monitoring through a structured governance framework.

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AI & ML

AI-Powered Legal Risk Identification

OCR & NLP for Compliance Monitoring

  • Python
  • NLP
  • SQL
  • Tableau
Automated analysis of unstructured information

Enabled proactive identification of potential legal and compliance risks, allowing the client to prioritize investigations, reduce manual review effort, and implement corrective actions before issues escalated into regulatory events.

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Client Solutions & Automation

Financial Performance Intelligence Platform

German Software Reseller

  • Python
  • Power BI
  • Excel
Automated end-to-end financial reporting

Delivered a centralized financial analytics platform that transformed month-end reporting from a manual process into an on-demand capability, providing finance leadership with timely visibility into revenue, profitability, customer performance, and working capital drivers.

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Client Solutions & Automation

IT General Controls Automation Platform

US Insurance Companies

  • Python
  • Power BI
  • Tableau
Automated ITGC testing workflows

Delivered an automated IT audit solution that significantly reduced manual testing effort, improved consistency in control assessments, and enabled Internal Audit teams to execute ITGC procedures more efficiently and reliably across audit cycles.

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Client Solutions & Automation

Software Asset Management & License Compliance Platform

FMCG Client

  • SQL
  • Tableau
Reduced license exposure reporting lead time from 45 days to 2 days

Delivered real-time visibility into software usage and compliance positions, significantly accelerating license exposure analysis and enabling faster remediation and cost optimization decisions.

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Decision Analytics

Audit Analytics Dashboard Modernization

US Insurance Client

  • Power BI
  • Tableau
Migrated 15 audit dashboards from Tableau to Power BI

Delivered 15 standardized and user-friendly Power BI dashboards without disruption to audit reporting operations, improving consistency, usability, and long-term maintainability of the audit analytics environment.

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Decision Analytics

Geospatial Location Planning Tool

Multi-Industry Site Selection

  • Python
  • Google Maps API
  • Power BI
Enabled data-driven site selection decisions

Delivered a flexible decision-support tool that helped clients compare potential locations, identify underserved areas, and make more informed expansion decisions across banking and healthcare use cases.

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Decision Analytics

Waste Management Benchmarking Platform

State Government | Swachh Bharat Mission

  • Power BI
Created a centralized benchmarking platform

Delivered a transparent benchmarking platform that helped government stakeholders evaluate waste management performance, identify improvement areas, and strengthen their competitive positioning under the Swachh Bharat Mission framework.

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M&A & Financial Intelligence

Financial Health Benchmarking & Company Scanner

Conglomerate Client | M&A Intelligence

  • Alteryx
  • Spotfire
  • Capital IQ
  • SQL
  • Tableau
Enabled peer-based financial health benchmarking

Delivered a decision-support platform that enabled leadership to compare financial performance against peers, identify strengths and weaknesses, and support strategic planning, M&A screening, and competitive positioning discussions.

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M&A & Financial Intelligence

M&A Transaction Analytics & Financial Due Diligence

Private Equity & Corporate Clients

  • SQL
  • Alteryx
  • Power BI
  • Tableau
Led M&A analytics workstreams across multiple sectors

Enabled deal teams and clients to identify key transaction risks, assess quality of revenue, understand performance drivers, and evaluate post-acquisition value creation opportunities across multiple sectors.

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Client Solutions & Automation

Market Entry & Product Placement Analytics

Online Fashion Brand

  • UiPath
  • Python
  • SQL
  • Power BI
Enabled data-driven market entry planning

Delivered a data-backed market entry and product placement plan that helped the client understand competitive gaps, refine positioning, and make more confident decisions on product strategy and market launch priorities.

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Audit Analytics

RBI-Aligned Concurrent Audit Analytics

Forex Company | Sampling & MIS Reporting

  • ACL
  • Tableau
Implemented RBI-aligned audit sampling logic

Delivered a structured concurrent audit analytics process that improved sampling consistency, reduced manual reporting effort, and provided reliable MIS outputs across audit cycles.

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Audit Analytics

NBFC Concurrent Audit Analytics

Revenue Leakage & Fraud Detection

  • ACL
  • Tableau
  • Excel
Identified revenue leakage indicators

Provided the concurrent audit team with actionable insights into revenue leakage, process delays, and potential fraud indicators, improving the quality and coverage of audit procedures.

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Audit Analytics

Payroll Audit Analytics

India & Australia

  • SQL
  • ACL
  • Excel
Improved payroll audit coverage

Improved payroll audit coverage by surfacing data-driven exceptions and providing engagement teams with focused areas for review and escalation.

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Audit Analytics

Procurement & Vendor Billing Audit Analytics

Leading Aluminium Company

  • Excel VBA
  • Google Maps API
Automated PR/PO/GRN matching support

Improved vendor billing verification accuracy, strengthened audit evidence quality, and enabled more reliable validation of procurement and logistics-related claims.

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Audit Analytics

Production & Retail Audit Analytics

Newspaper & Retail Sectors

  • SQL
  • ACL
  • Excel
Identified production cost improvement opportunities

Delivered data-driven audit insights across production and retail operations, helping identify cost improvement opportunities and reducing manual effort through reusable analytics scripts.

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My approach

From business question to measurable impact

Across M&A, analytics, AI, and digital transformation, I focus on one simple idea: understand the decision clearly before building the solution.

Every engagement is different, but my approach is consistent. I clarify the objective, structure the data, design practical solutions, and track whether the work delivers real business value.

  1. 01

    Understand the real question

    I start by understanding what the business is actually trying to solve. It could be growth, cost reduction, risk, compliance, M&A synergy, or process improvement. Once the objective is clear, I align the stakeholders on the key decisions, risks, and success metrics.

  2. 02

    Make the data usable

    Most projects begin with fragmented and messy data. I structure the data, validate the key numbers, and build the analytical layer needed for decision-making. This could include financial analysis, M&A analytics, benchmarking, KPI validation, and scenario modelling.

  3. 03

    Build practical solutions

    Insights are useful only when they can be acted on. I convert analysis into dashboards, automation workflows, AI solutions, data platforms, and reusable products that business teams can actually use.

  4. 04

    Focus on measurable impact

    For me, a project is successful only when it creates visible business value. I focus on outcomes such as cost reduction, faster reporting, better governance, reduced risk, synergy realization, improved decision-making, and long-term adoption.

Open to thoughtful conversations on M&A analytics, practical AI, decision systems, and business transformation.

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