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Vinayak Kathuria

@vinayakkathuria

Message

I analyze risk, financial, and operational data to drive better business decisions.

India

Message

At Xceedance, I analyze insurance and financial services data across 1M+ locations and portfolio-level records, identifying risk trends, anomalies, exposure patterns, and data inconsistencies for international banking and insurance transactions.

Previously, I automated recurring supply chain workflows at Ecolab and built forecasting models that improved planning accuracy by 18%. I also developed sentiment-analysis models and Power BI dashboards at Digital Monks, using Python, NLP, machine learning, and data visualization to turn customer feedback into actionable insights.

Experience

Work history, roles, and key accomplishments

Current

Risk Analyst

Current

Xceedance

Apr 2025 - Present (1 year 5 months)

Analyzed large-scale insurance and financial datasets to identify trends and risk insights. Performed data cleaning, validation, and reconciliation, and developed Excel-based reports and dashboards for stakeholders.

Excel SQL Statistical Analysis Data Validation Data Reconciliation Risk Assessment Dashboarding Stakeholder Management

Supply Chain Analytics Intern

Ecolab

Sep 2024 - Dec 2024 (3 months)

Analyzed supply chain records using SQL to identify operational patterns and control gaps. Automated data processing workflows and built forecasting models, improving planning accuracy by 18%.

SQL Forecasting Power BI Process Automation Data Analysis

Data Analyst Intern

Digital Monks

Feb 2024 - Aug 2024 (6 months)

Analyzed customer feedback and social media data using Python and NLP to identify sentiment trends. Built machine learning models achieving approximately 85% classification accuracy.